{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "ac0d6a8b",
   "metadata": {},
   "source": [
    "# 2002-2023年六个投入产出表"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "9b23b476",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style>\n",
       "    table.dataframe td, table.dataframe th {\n",
       "        border: 1px solid #ccc;\n",
       "        padding: 8px;\n",
       "        min-width: 10px;  # 设置最小列宽\n",
       "    }\n",
       "</style>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from io_table import MultiYearInputOutputTable\n",
    "import plotly.express as px\n",
    "from IPython.display import display, HTML\n",
    "\n",
    "# 全局设置 DataFrame 列宽\n",
    "display(HTML(\"\"\"\n",
    "<style>\n",
    "    table.dataframe td, table.dataframe th {\n",
    "        border: 1px solid #ccc;\n",
    "        padding: 8px;\n",
    "        min-width: 10px;  # 设置最小列宽\n",
    "    }\n",
    "</style>\n",
    "\"\"\"))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "adc245f4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2012\n",
      "year 2012 q2 cols reset ['中间使用合计', '农村居民消费支出', '城镇居民消费支出', '居民消费支出', '政府消费支出', '消费支出合计', '固定资本形成总额', '存货变动', '资本形成总额', '出口', '最终使用合计', '进口', '总产出']\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "d:\\economy\\input_output_table\\input_output_table\\.venv\\lib\\site-packages\\openpyxl\\worksheet\\_reader.py:329: UserWarning:\n",
      "\n",
      "Unknown extension is not supported and will be removed\n",
      "\n",
      "d:\\economy\\input_output_table\\input_output_table\\.venv\\lib\\site-packages\\openpyxl\\worksheet\\_reader.py:329: UserWarning:\n",
      "\n",
      "Conditional Formatting extension is not supported and will be removed\n",
      "\n"
     ]
    }
   ],
   "source": [
    "mio = MultiYearInputOutputTable()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b50026b",
   "metadata": {},
   "source": [
    "## 查看某年的某个象限数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "40308ecd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "index",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "农林牧渔",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "采矿业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "农副食品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "食品饮料",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "烟草",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "纺织服装",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "木材家具",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "造纸印刷",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "文体工美",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "石油化工",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "医药制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "化学纤维",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "橡胶塑料",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "非金属制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "黑色金属冶炼压延",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "有色金属冶炼压延",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "金属制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "通用设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "专用设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "汽车及零部件制造",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "其他交通设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "电气机械",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "计算机通信设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "其他制造业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "水电燃",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "建筑业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "批发零售",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "交通运输",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "餐饮住宿",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "软件和信息技术服务业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "金融",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "房地产",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "租赁和商务服务",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "科学技术研究",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "水利生态设施管理",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "居民服务其他服务",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "教育",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "卫生社会",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "文化体育娱乐",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "公共管理和社会组织",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "7ce98695-9d43-4c88-9c14-6d1f3c4a5fc2",
       "rows": [
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         "采矿业",
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         "14.38",
         "50.98",
         "74.88",
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        ],
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         "农副食品",
         "1563.81",
         "0.0",
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         "717.4",
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         "3.18",
         "10.04",
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         "食品饮料",
         "6.21",
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         "0.06",
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         "0.17",
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         "烟草",
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         "纺织服装",
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         "造纸印刷",
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         "57.86",
         "5.7",
         "35.79",
         "63.8",
         "3.69",
         "1.22",
         "50.23",
         "136.87",
         "3086.95",
         "60.17",
         "1558.27",
         "1107.55",
         "847.22",
         "603.21",
         "266.71",
         "391.57",
         "72.58",
         "116.81",
         "18.44",
         "2937.76",
         "9.82",
         "50.7",
         "0.46",
         "0.54",
         "0.0",
         "13.45",
         "2.42",
         "12.11",
         "8.45",
         "3.96",
         "7.76",
         "0.81",
         "1.45",
         "0.0"
        ],
        [
         "有色金属冶炼压延",
         "2.02",
         "32.16",
         "0.94",
         "10.72",
         "0.19",
         "2.36",
         "12.48",
         "17.84",
         "12.18",
         "62.7",
         "4.34",
         "0.34",
         "26.12",
         "12.74",
         "204.96",
         "1292.19",
         "472.27",
         "164.95",
         "158.29",
         "123.0",
         "31.8",
         "1015.18",
         "163.58",
         "119.17",
         "4.08",
         "309.65",
         "0.0",
         "1.6",
         "0.44",
         "0.01",
         "0.0",
         "7.28",
         "0.78",
         "4.3",
         "0.82",
         "9.19",
         "0.94",
         "0.01",
         "0.09",
         "0.0"
        ],
        [
         "金属制品",
         "83.85",
         "143.96",
         "14.44",
         "85.16",
         "1.32",
         "42.6",
         "80.0",
         "35.88",
         "57.6",
         "105.09",
         "13.64",
         "2.42",
         "65.02",
         "153.0",
         "112.96",
         "32.0",
         "687.66",
         "278.33",
         "185.16",
         "78.67",
         "82.65",
         "297.21",
         "257.91",
         "155.86",
         "56.01",
         "1443.86",
         "51.53",
         "30.53",
         "15.01",
         "52.87",
         "14.68",
         "21.63",
         "94.13",
         "37.26",
         "9.17",
         "12.83",
         "20.1",
         "8.79",
         "2.97",
         "64.68"
        ],
        [
         "通用设备",
         "19.62",
         "191.98",
         "12.2",
         "23.14",
         "1.38",
         "60.45",
         "30.12",
         "43.04",
         "17.52",
         "158.23",
         "10.51",
         "3.68",
         "45.23",
         "149.68",
         "242.86",
         "37.9",
         "84.7",
         "1444.14",
         "530.38",
         "319.36",
         "466.77",
         "297.03",
         "151.23",
         "53.92",
         "273.77",
         "831.13",
         "33.47",
         "339.55",
         "10.73",
         "76.27",
         "44.44",
         "46.3",
         "104.14",
         "53.54",
         "35.42",
         "7.66",
         "45.95",
         "25.09",
         "6.47",
         "7.12"
        ],
        [
         "专用设备",
         "204.92",
         "165.89",
         "3.19",
         "9.56",
         "1.81",
         "111.34",
         "9.36",
         "19.7",
         "3.27",
         "70.54",
         "7.96",
         "6.65",
         "21.82",
         "52.37",
         "104.31",
         "13.85",
         "18.24",
         "33.92",
         "337.95",
         "12.71",
         "30.34",
         "22.71",
         "11.43",
         "12.13",
         "39.71",
         "426.75",
         "238.72",
         "19.58",
         "2.09",
         "5.11",
         "18.05",
         "6.4",
         "1.93",
         "10.94",
         "2.62",
         "8.2",
         "4.25",
         "108.61",
         "0.9",
         "7.07"
        ],
        [
         "汽车及零部件制造",
         "29.25",
         "109.0",
         "15.79",
         "20.64",
         "1.1",
         "27.22",
         "17.18",
         "36.45",
         "4.08",
         "47.66",
         "1.75",
         "2.33",
         "22.22",
         "13.39",
         "86.03",
         "9.59",
         "19.77",
         "71.71",
         "56.71",
         "2335.69",
         "16.51",
         "25.52",
         "22.45",
         "12.12",
         "67.81",
         "97.65",
         "501.66",
         "394.93",
         "4.99",
         "123.8",
         "47.53",
         "62.19",
         "147.73",
         "19.06",
         "99.15",
         "47.23",
         "35.41",
         "3.77",
         "17.5",
         "166.71"
        ],
        [
         "其他交通设备",
         "96.27",
         "11.68",
         "0.25",
         "0.17",
         "0.32",
         "0.74",
         "1.05",
         "0.98",
         "7.86",
         "0.97",
         "0.12",
         "0.07",
         "2.95",
         "1.28",
         "10.4",
         "3.61",
         "5.48",
         "16.02",
         "9.66",
         "7.25",
         "397.6",
         "10.63",
         "14.75",
         "3.94",
         "7.65",
         "5.86",
         "22.45",
         "566.72",
         "0.76",
         "0.23",
         "3.98",
         "0.16",
         "1.09",
         "5.08",
         "7.24",
         "5.37",
         "6.61",
         "0.58",
         "5.38",
         "6.19"
        ],
        [
         "电气机械",
         "25.1",
         "155.32",
         "5.72",
         "10.75",
         "1.26",
         "41.9",
         "14.5",
         "21.33",
         "11.89",
         "82.62",
         "7.75",
         "4.81",
         "26.42",
         "37.02",
         "70.64",
         "17.1",
         "33.34",
         "352.8",
         "184.49",
         "113.68",
         "101.78",
         "690.04",
         "864.74",
         "107.84",
         "241.03",
         "832.98",
         "245.55",
         "51.37",
         "41.77",
         "376.4",
         "17.94",
         "61.78",
         "179.18",
         "49.82",
         "10.06",
         "15.4",
         "30.82",
         "8.51",
         "7.63",
         "16.11"
        ],
        [
         "计算机通信设备",
         "10.67",
         "31.92",
         "4.16",
         "5.55",
         "0.36",
         "32.51",
         "6.3",
         "13.48",
         "57.83",
         "45.16",
         "9.33",
         "2.89",
         "24.9",
         "23.16",
         "12.79",
         "7.12",
         "14.36",
         "139.1",
         "124.85",
         "22.35",
         "35.07",
         "231.72",
         "5880.99",
         "334.1",
         "39.3",
         "78.78",
         "299.54",
         "49.84",
         "5.2",
         "597.95",
         "80.86",
         "5.21",
         "754.34",
         "137.15",
         "4.6",
         "81.78",
         "43.9",
         "8.38",
         "13.89",
         "39.64"
        ],
        [
         "其他制造业",
         "46.67",
         "100.95",
         "9.96",
         "21.44",
         "1.63",
         "68.3",
         "23.32",
         "158.68",
         "14.01",
         "91.56",
         "15.7",
         "7.15",
         "48.24",
         "62.9",
         "471.29",
         "197.91",
         "42.28",
         "133.27",
         "31.84",
         "42.4",
         "29.27",
         "75.85",
         "66.43",
         "237.3",
         "131.88",
         "464.98",
         "45.35",
         "41.55",
         "20.19",
         "139.85",
         "58.38",
         "3.83",
         "22.93",
         "39.99",
         "13.78",
         "130.81",
         "70.42",
         "31.23",
         "11.07",
         "43.14"
        ],
        [
         "水电燃",
         "331.89",
         "673.5",
         "73.79",
         "88.69",
         "3.65",
         "261.16",
         "96.42",
         "140.38",
         "20.96",
         "900.36",
         "68.9",
         "35.95",
         "182.94",
         "365.1",
         "600.94",
         "240.25",
         "242.26",
         "193.78",
         "114.47",
         "95.14",
         "41.34",
         "105.94",
         "127.14",
         "57.91",
         "449.85",
         "419.95",
         "322.84",
         "225.96",
         "190.8",
         "140.93",
         "80.96",
         "52.69",
         "55.38",
         "36.28",
         "34.07",
         "68.93",
         "245.61",
         "65.04",
         "24.59",
         "134.86"
        ],
        [
         "建筑业",
         "49.71",
         "14.06",
         "1.38",
         "2.36",
         "0.19",
         "6.64",
         "1.3",
         "2.39",
         "0.45",
         "8.51",
         "1.61",
         "0.54",
         "3.27",
         "4.87",
         "6.42",
         "2.81",
         "1.82",
         "4.46",
         "2.31",
         "6.52",
         "1.76",
         "3.13",
         "2.8",
         "6.78",
         "7.98",
         "33.86",
         "118.37",
         "196.19",
         "112.12",
         "53.21",
         "111.5",
         "297.69",
         "24.13",
         "49.54",
         "43.73",
         "82.63",
         "320.99",
         "76.22",
         "20.68",
         "156.56"
        ],
        [
         "批发零售",
         "744.29",
         "233.75",
         "391.63",
         "284.03",
         "46.68",
         "745.3",
         "201.3",
         "323.3",
         "64.23",
         "603.46",
         "111.76",
         "43.54",
         "240.4",
         "273.11",
         "438.67",
         "172.15",
         "203.45",
         "295.12",
         "171.27",
         "265.07",
         "100.42",
         "295.96",
         "519.63",
         "184.95",
         "341.34",
         "1240.63",
         "357.56",
         "281.56",
         "385.96",
         "178.38",
         "56.2",
         "39.76",
         "183.74",
         "53.06",
         "29.75",
         "151.66",
         "132.05",
         "136.99",
         "68.74",
         "168.75"
        ],
        [
         "交通运输",
         "615.22",
         "381.77",
         "142.09",
         "238.89",
         "8.89",
         "333.54",
         "183.58",
         "208.32",
         "38.3",
         "680.19",
         "81.03",
         "26.49",
         "200.57",
         "338.65",
         "535.33",
         "119.78",
         "216.23",
         "259.69",
         "161.21",
         "169.34",
         "52.36",
         "210.85",
         "234.2",
         "103.41",
         "346.89",
         "1275.98",
         "554.28",
         "1628.61",
         "113.52",
         "54.52",
         "206.7",
         "68.57",
         "240.74",
         "77.23",
         "24.9",
         "82.95",
         "190.91",
         "47.39",
         "68.66",
         "398.7"
        ],
        [
         "餐饮住宿",
         "51.51",
         "83.75",
         "19.18",
         "30.83",
         "2.78",
         "107.26",
         "23.91",
         "60.94",
         "9.3",
         "62.16",
         "25.9",
         "2.86",
         "30.21",
         "54.62",
         "21.85",
         "14.12",
         "51.69",
         "89.81",
         "40.68",
         "23.13",
         "9.5",
         "78.58",
         "36.09",
         "26.2",
         "29.93",
         "163.09",
         "479.93",
         "143.75",
         "71.46",
         "37.41",
         "227.43",
         "105.77",
         "186.67",
         "87.93",
         "20.0",
         "56.97",
         "136.53",
         "31.82",
         "36.8",
         "599.83"
        ],
        [
         "软件和信息技术服务业",
         "44.18",
         "109.21",
         "12.2",
         "49.2",
         "0.86",
         "128.35",
         "36.95",
         "19.12",
         "8.79",
         "102.51",
         "30.28",
         "1.66",
         "45.54",
         "52.9",
         "43.97",
         "53.16",
         "133.94",
         "90.62",
         "71.27",
         "71.25",
         "35.44",
         "116.23",
         "84.78",
         "44.93",
         "53.76",
         "1115.94",
         "366.45",
         "134.88",
         "57.67",
         "108.64",
         "321.09",
         "41.76",
         "71.87",
         "37.71",
         "15.21",
         "37.26",
         "89.56",
         "31.81",
         "66.59",
         "305.94"
        ],
        [
         "金融",
         "451.39",
         "161.28",
         "51.45",
         "55.55",
         "7.63",
         "156.03",
         "44.14",
         "82.35",
         "8.57",
         "172.46",
         "29.8",
         "15.04",
         "80.33",
         "178.37",
         "90.75",
         "52.69",
         "44.79",
         "97.05",
         "88.16",
         "50.08",
         "27.34",
         "71.91",
         "170.15",
         "33.06",
         "230.39",
         "235.07",
         "983.85",
         "725.15",
         "138.98",
         "45.35",
         "498.54",
         "569.6",
         "157.79",
         "86.56",
         "7.06",
         "93.0",
         "21.21",
         "9.79",
         "13.86",
         "271.19"
        ],
        [
         "房地产",
         "8.85",
         "5.72",
         "7.36",
         "7.69",
         "0.05",
         "37.17",
         "13.16",
         "7.53",
         "10.59",
         "13.8",
         "4.16",
         "0.68",
         "19.1",
         "4.91",
         "1.49",
         "2.88",
         "12.43",
         "12.74",
         "5.05",
         "7.47",
         "2.01",
         "15.48",
         "26.99",
         "21.4",
         "2.31",
         "4.49",
         "331.15",
         "28.4",
         "50.56",
         "52.38",
         "307.52",
         "70.24",
         "52.47",
         "5.1",
         "5.68",
         "116.95",
         "31.67",
         "11.62",
         "19.87",
         "736.87"
        ],
        [
         "租赁和商务服务",
         "66.63",
         "85.38",
         "45.08",
         "200.12",
         "13.43",
         "236.33",
         "49.31",
         "46.26",
         "17.42",
         "143.26",
         "89.89",
         "4.07",
         "58.54",
         "62.45",
         "25.5",
         "18.93",
         "58.36",
         "67.92",
         "61.99",
         "110.33",
         "29.99",
         "123.16",
         "214.16",
         "39.84",
         "23.06",
         "373.99",
         "531.2",
         "143.08",
         "128.48",
         "48.63",
         "169.9",
         "274.67",
         "162.71",
         "36.64",
         "18.84",
         "25.55",
         "51.13",
         "16.23",
         "32.35",
         "119.54"
        ],
        [
         "科学技术研究",
         "131.49",
         "80.87",
         "10.74",
         "11.17",
         "0.63",
         "20.34",
         "3.89",
         "11.43",
         "1.33",
         "33.49",
         "5.69",
         "1.35",
         "12.97",
         "12.17",
         "19.27",
         "6.36",
         "20.9",
         "19.64",
         "11.92",
         "13.26",
         "4.99",
         "15.38",
         "24.86",
         "6.96",
         "28.44",
         "126.31",
         "59.94",
         "9.49",
         "1.25",
         "20.53",
         "6.77",
         "10.36",
         "2.66",
         "72.48",
         "5.51",
         "2.33",
         "33.9",
         "4.95",
         "1.1",
         "17.93"
        ],
        [
         "水利生态设施管理",
         "54.23",
         "15.74",
         "0.81",
         "1.11",
         "0.0",
         "2.08",
         "0.17",
         "0.25",
         "0.01",
         "6.97",
         "0.96",
         "0.08",
         "0.38",
         "0.72",
         "0.74",
         "0.73",
         "0.35",
         "0.21",
         "0.01",
         "0.16",
         "0.03",
         "0.28",
         "0.57",
         "0.26",
         "7.97",
         "162.55",
         "34.44",
         "26.7",
         "0.62",
         "0.98",
         "9.56",
         "5.34",
         "21.42",
         "6.12",
         "43.36",
         "44.78",
         "11.21",
         "2.36",
         "1.59",
         "90.02"
        ],
        [
         "居民服务其他服务",
         "64.26",
         "63.98",
         "14.36",
         "18.58",
         "1.71",
         "58.1",
         "8.61",
         "22.76",
         "3.96",
         "94.65",
         "15.55",
         "5.0",
         "17.18",
         "25.47",
         "72.58",
         "12.58",
         "28.91",
         "36.83",
         "15.64",
         "13.11",
         "15.5",
         "25.83",
         "24.23",
         "11.11",
         "88.45",
         "29.82",
         "299.5",
         "33.64",
         "21.02",
         "36.42",
         "12.84",
         "7.55",
         "39.24",
         "26.64",
         "9.74",
         "155.59",
         "43.69",
         "7.47",
         "9.14",
         "15.4"
        ],
        [
         "教育",
         "20.99",
         "23.07",
         "2.1",
         "4.53",
         "0.83",
         "12.08",
         "2.56",
         "6.55",
         "1.52",
         "12.76",
         "3.29",
         "0.87",
         "5.46",
         "7.08",
         "4.84",
         "3.41",
         "9.39",
         "10.64",
         "4.27",
         "6.56",
         "2.99",
         "4.9",
         "4.83",
         "3.33",
         "9.38",
         "24.62",
         "36.07",
         "34.32",
         "14.0",
         "5.44",
         "37.13",
         "6.03",
         "10.41",
         "5.8",
         "5.38",
         "4.15",
         "17.95",
         "10.89",
         "4.22",
         "59.37"
        ],
        [
         "卫生社会",
         "11.41",
         "21.5",
         "18.52",
         "2.68",
         "0.14",
         "24.39",
         "3.1",
         "4.33",
         "2.21",
         "9.95",
         "5.75",
         "0.89",
         "1.3",
         "4.54",
         "13.39",
         "5.62",
         "5.04",
         "6.16",
         "9.93",
         "5.26",
         "8.06",
         "1.24",
         "5.37",
         "1.38",
         "11.54",
         "10.76",
         "2.54",
         "20.48",
         "1.84",
         "0.97",
         "21.81",
         "0.45",
         "0.91",
         "13.53",
         "2.56",
         "2.69",
         "21.63",
         "10.34",
         "6.18",
         "20.0"
        ],
        [
         "文化体育娱乐",
         "4.49",
         "18.01",
         "6.51",
         "10.6",
         "0.68",
         "24.44",
         "7.77",
         "8.56",
         "3.09",
         "22.3",
         "9.45",
         "1.21",
         "7.83",
         "21.38",
         "5.65",
         "5.53",
         "7.7",
         "15.1",
         "8.82",
         "5.54",
         "3.41",
         "11.23",
         "12.57",
         "10.66",
         "17.04",
         "15.37",
         "19.41",
         "14.01",
         "7.28",
         "36.83",
         "31.09",
         "8.93",
         "46.57",
         "14.27",
         "17.55",
         "7.21",
         "56.6",
         "15.11",
         "69.57",
         "59.07"
        ],
        [
         "公共管理和社会组织",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>农林牧渔</th>\n",
       "      <th>采矿业</th>\n",
       "      <th>农副食品</th>\n",
       "      <th>食品饮料</th>\n",
       "      <th>烟草</th>\n",
       "      <th>纺织服装</th>\n",
       "      <th>木材家具</th>\n",
       "      <th>造纸印刷</th>\n",
       "      <th>文体工美</th>\n",
       "      <th>石油化工</th>\n",
       "      <th>...</th>\n",
       "      <th>金融</th>\n",
       "      <th>房地产</th>\n",
       "      <th>租赁和商务服务</th>\n",
       "      <th>科学技术研究</th>\n",
       "      <th>水利生态设施管理</th>\n",
       "      <th>居民服务其他服务</th>\n",
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       "      <th>农林牧渔</th>\n",
       "      <td>4636.82</td>\n",
       "      <td>40.05</td>\n",
       "      <td>3777.47</td>\n",
       "      <td>1022.53</td>\n",
       "      <td>66.52</td>\n",
       "      <td>1492.95</td>\n",
       "      <td>423.65</td>\n",
       "      <td>175.17</td>\n",
       "      <td>8.92</td>\n",
       "      <td>92.96</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.17</td>\n",
       "      <td>9.44</td>\n",
       "      <td>14.98</td>\n",
       "      <td>13.55</td>\n",
       "      <td>31.10</td>\n",
       "      <td>36.69</td>\n",
       "      <td>11.55</td>\n",
       "      <td>13.20</td>\n",
       "      <td>0.00</td>\n",
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       "      <th>采矿业</th>\n",
       "      <td>98.04</td>\n",
       "      <td>352.26</td>\n",
       "      <td>13.10</td>\n",
       "      <td>43.72</td>\n",
       "      <td>1.03</td>\n",
       "      <td>50.97</td>\n",
       "      <td>28.26</td>\n",
       "      <td>34.51</td>\n",
       "      <td>2.33</td>\n",
       "      <td>4464.59</td>\n",
       "      <td>...</td>\n",
       "      <td>2.67</td>\n",
       "      <td>31.08</td>\n",
       "      <td>5.37</td>\n",
       "      <td>18.69</td>\n",
       "      <td>14.38</td>\n",
       "      <td>50.98</td>\n",
       "      <td>74.88</td>\n",
       "      <td>14.27</td>\n",
       "      <td>3.03</td>\n",
       "      <td>28.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>农副食品</th>\n",
       "      <td>1563.81</td>\n",
       "      <td>0.00</td>\n",
       "      <td>557.28</td>\n",
       "      <td>717.40</td>\n",
       "      <td>0.00</td>\n",
       "      <td>242.72</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.33</td>\n",
       "      <td>0.00</td>\n",
       "      <td>61.51</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2.14</td>\n",
       "      <td>1.04</td>\n",
       "      <td>3.18</td>\n",
       "      <td>10.04</td>\n",
       "      <td>33.48</td>\n",
       "      <td>1.56</td>\n",
       "      <td>10.17</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>食品饮料</th>\n",
       "      <td>6.21</td>\n",
       "      <td>2.41</td>\n",
       "      <td>130.17</td>\n",
       "      <td>383.86</td>\n",
       "      <td>0.06</td>\n",
       "      <td>4.24</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>24.83</td>\n",
       "      <td>...</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.09</td>\n",
       "      <td>16.23</td>\n",
       "      <td>1.45</td>\n",
       "      <td>5.82</td>\n",
       "      <td>76.08</td>\n",
       "      <td>29.58</td>\n",
       "      <td>9.97</td>\n",
       "      <td>62.39</td>\n",
       "      <td>0.00</td>\n",
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       "    <tr>\n",
       "      <th>烟草</th>\n",
       "      <td>1.72</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>162.94</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.58</td>\n",
       "      <td>0.53</td>\n",
       "      <td>5.50</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.17</td>\n",
       "      <td>37.10</td>\n",
       "      <td>0.00</td>\n",
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       "    <tr>\n",
       "      <th>纺织服装</th>\n",
       "      <td>21.35</td>\n",
       "      <td>51.82</td>\n",
       "      <td>18.86</td>\n",
       "      <td>9.07</td>\n",
       "      <td>0.93</td>\n",
       "      <td>5807.73</td>\n",
       "      <td>101.51</td>\n",
       "      <td>58.05</td>\n",
       "      <td>105.43</td>\n",
       "      <td>47.94</td>\n",
       "      <td>...</td>\n",
       "      <td>27.27</td>\n",
       "      <td>4.39</td>\n",
       "      <td>21.71</td>\n",
       "      <td>10.16</td>\n",
       "      <td>7.61</td>\n",
       "      <td>400.95</td>\n",
       "      <td>28.57</td>\n",
       "      <td>26.02</td>\n",
       "      <td>20.27</td>\n",
       "      <td>388.75</td>\n",
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       "      <th>木材家具</th>\n",
       "      <td>75.81</td>\n",
       "      <td>36.81</td>\n",
       "      <td>4.19</td>\n",
       "      <td>10.01</td>\n",
       "      <td>0.76</td>\n",
       "      <td>18.78</td>\n",
       "      <td>939.04</td>\n",
       "      <td>52.73</td>\n",
       "      <td>51.03</td>\n",
       "      <td>19.00</td>\n",
       "      <td>...</td>\n",
       "      <td>15.32</td>\n",
       "      <td>16.87</td>\n",
       "      <td>6.57</td>\n",
       "      <td>7.30</td>\n",
       "      <td>7.80</td>\n",
       "      <td>127.57</td>\n",
       "      <td>104.56</td>\n",
       "      <td>20.84</td>\n",
       "      <td>15.79</td>\n",
       "      <td>192.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>造纸印刷</th>\n",
       "      <td>41.46</td>\n",
       "      <td>21.30</td>\n",
       "      <td>30.65</td>\n",
       "      <td>229.96</td>\n",
       "      <td>43.53</td>\n",
       "      <td>149.24</td>\n",
       "      <td>54.09</td>\n",
       "      <td>1533.82</td>\n",
       "      <td>85.32</td>\n",
       "      <td>108.21</td>\n",
       "      <td>...</td>\n",
       "      <td>106.80</td>\n",
       "      <td>4.98</td>\n",
       "      <td>367.21</td>\n",
       "      <td>22.52</td>\n",
       "      <td>7.31</td>\n",
       "      <td>120.99</td>\n",
       "      <td>297.09</td>\n",
       "      <td>17.63</td>\n",
       "      <td>194.18</td>\n",
       "      <td>389.38</td>\n",
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       "    <tr>\n",
       "      <th>文体工美</th>\n",
       "      <td>8.17</td>\n",
       "      <td>3.93</td>\n",
       "      <td>1.31</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.05</td>\n",
       "      <td>1.94</td>\n",
       "      <td>0.73</td>\n",
       "      <td>0.77</td>\n",
       "      <td>38.55</td>\n",
       "      <td>6.27</td>\n",
       "      <td>...</td>\n",
       "      <td>32.59</td>\n",
       "      <td>10.00</td>\n",
       "      <td>10.57</td>\n",
       "      <td>4.37</td>\n",
       "      <td>3.27</td>\n",
       "      <td>12.21</td>\n",
       "      <td>24.43</td>\n",
       "      <td>4.38</td>\n",
       "      <td>10.65</td>\n",
       "      <td>25.70</td>\n",
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       "    <tr>\n",
       "      <th>石油化工</th>\n",
       "      <td>1922.06</td>\n",
       "      <td>471.41</td>\n",
       "      <td>53.28</td>\n",
       "      <td>153.73</td>\n",
       "      <td>6.40</td>\n",
       "      <td>602.88</td>\n",
       "      <td>312.58</td>\n",
       "      <td>433.21</td>\n",
       "      <td>74.42</td>\n",
       "      <td>4002.48</td>\n",
       "      <td>...</td>\n",
       "      <td>55.77</td>\n",
       "      <td>25.33</td>\n",
       "      <td>40.04</td>\n",
       "      <td>34.90</td>\n",
       "      <td>85.71</td>\n",
       "      <td>292.13</td>\n",
       "      <td>76.61</td>\n",
       "      <td>49.92</td>\n",
       "      <td>50.85</td>\n",
       "      <td>147.36</td>\n",
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       "      <th>医药制品</th>\n",
       "      <td>57.11</td>\n",
       "      <td>2.05</td>\n",
       "      <td>13.36</td>\n",
       "      <td>1.63</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.33</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.00</td>\n",
       "      <td>4.42</td>\n",
       "      <td>...</td>\n",
       "      <td>1.28</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.52</td>\n",
       "      <td>7.39</td>\n",
       "      <td>1.78</td>\n",
       "      <td>13.13</td>\n",
       "      <td>19.87</td>\n",
       "      <td>1203.43</td>\n",
       "      <td>0.95</td>\n",
       "      <td>0.50</td>\n",
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       "    <tr>\n",
       "      <th>化学纤维</th>\n",
       "      <td>20.16</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.94</td>\n",
       "      <td>23.22</td>\n",
       "      <td>581.01</td>\n",
       "      <td>7.22</td>\n",
       "      <td>5.85</td>\n",
       "      <td>47.28</td>\n",
       "      <td>24.78</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.00</td>\n",
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       "    <tr>\n",
       "      <th>橡胶塑料</th>\n",
       "      <td>206.15</td>\n",
       "      <td>145.74</td>\n",
       "      <td>79.67</td>\n",
       "      <td>170.96</td>\n",
       "      <td>2.98</td>\n",
       "      <td>225.48</td>\n",
       "      <td>54.10</td>\n",
       "      <td>114.44</td>\n",
       "      <td>124.94</td>\n",
       "      <td>399.80</td>\n",
       "      <td>...</td>\n",
       "      <td>1.37</td>\n",
       "      <td>7.16</td>\n",
       "      <td>4.98</td>\n",
       "      <td>10.92</td>\n",
       "      <td>19.22</td>\n",
       "      <td>14.38</td>\n",
       "      <td>7.20</td>\n",
       "      <td>26.92</td>\n",
       "      <td>2.85</td>\n",
       "      <td>7.19</td>\n",
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       "      <th>非金属制品</th>\n",
       "      <td>90.10</td>\n",
       "      <td>71.77</td>\n",
       "      <td>6.34</td>\n",
       "      <td>76.11</td>\n",
       "      <td>0.49</td>\n",
       "      <td>32.74</td>\n",
       "      <td>21.74</td>\n",
       "      <td>11.73</td>\n",
       "      <td>7.15</td>\n",
       "      <td>68.61</td>\n",
       "      <td>...</td>\n",
       "      <td>8.52</td>\n",
       "      <td>87.19</td>\n",
       "      <td>3.28</td>\n",
       "      <td>20.60</td>\n",
       "      <td>16.85</td>\n",
       "      <td>17.52</td>\n",
       "      <td>35.08</td>\n",
       "      <td>10.81</td>\n",
       "      <td>8.03</td>\n",
       "      <td>22.92</td>\n",
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       "      <th>黑色金属冶炼压延</th>\n",
       "      <td>30.40</td>\n",
       "      <td>236.58</td>\n",
       "      <td>3.57</td>\n",
       "      <td>10.10</td>\n",
       "      <td>0.36</td>\n",
       "      <td>21.84</td>\n",
       "      <td>57.86</td>\n",
       "      <td>5.70</td>\n",
       "      <td>35.79</td>\n",
       "      <td>63.80</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>13.45</td>\n",
       "      <td>2.42</td>\n",
       "      <td>12.11</td>\n",
       "      <td>8.45</td>\n",
       "      <td>3.96</td>\n",
       "      <td>7.76</td>\n",
       "      <td>0.81</td>\n",
       "      <td>1.45</td>\n",
       "      <td>0.00</td>\n",
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       "    <tr>\n",
       "      <th>有色金属冶炼压延</th>\n",
       "      <td>2.02</td>\n",
       "      <td>32.16</td>\n",
       "      <td>0.94</td>\n",
       "      <td>10.72</td>\n",
       "      <td>0.19</td>\n",
       "      <td>2.36</td>\n",
       "      <td>12.48</td>\n",
       "      <td>17.84</td>\n",
       "      <td>12.18</td>\n",
       "      <td>62.70</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>7.28</td>\n",
       "      <td>0.78</td>\n",
       "      <td>4.30</td>\n",
       "      <td>0.82</td>\n",
       "      <td>9.19</td>\n",
       "      <td>0.94</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金属制品</th>\n",
       "      <td>83.85</td>\n",
       "      <td>143.96</td>\n",
       "      <td>14.44</td>\n",
       "      <td>85.16</td>\n",
       "      <td>1.32</td>\n",
       "      <td>42.60</td>\n",
       "      <td>80.00</td>\n",
       "      <td>35.88</td>\n",
       "      <td>57.60</td>\n",
       "      <td>105.09</td>\n",
       "      <td>...</td>\n",
       "      <td>14.68</td>\n",
       "      <td>21.63</td>\n",
       "      <td>94.13</td>\n",
       "      <td>37.26</td>\n",
       "      <td>9.17</td>\n",
       "      <td>12.83</td>\n",
       "      <td>20.10</td>\n",
       "      <td>8.79</td>\n",
       "      <td>2.97</td>\n",
       "      <td>64.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>通用设备</th>\n",
       "      <td>19.62</td>\n",
       "      <td>191.98</td>\n",
       "      <td>12.20</td>\n",
       "      <td>23.14</td>\n",
       "      <td>1.38</td>\n",
       "      <td>60.45</td>\n",
       "      <td>30.12</td>\n",
       "      <td>43.04</td>\n",
       "      <td>17.52</td>\n",
       "      <td>158.23</td>\n",
       "      <td>...</td>\n",
       "      <td>44.44</td>\n",
       "      <td>46.30</td>\n",
       "      <td>104.14</td>\n",
       "      <td>53.54</td>\n",
       "      <td>35.42</td>\n",
       "      <td>7.66</td>\n",
       "      <td>45.95</td>\n",
       "      <td>25.09</td>\n",
       "      <td>6.47</td>\n",
       "      <td>7.12</td>\n",
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       "    <tr>\n",
       "      <th>专用设备</th>\n",
       "      <td>204.92</td>\n",
       "      <td>165.89</td>\n",
       "      <td>3.19</td>\n",
       "      <td>9.56</td>\n",
       "      <td>1.81</td>\n",
       "      <td>111.34</td>\n",
       "      <td>9.36</td>\n",
       "      <td>19.70</td>\n",
       "      <td>3.27</td>\n",
       "      <td>70.54</td>\n",
       "      <td>...</td>\n",
       "      <td>18.05</td>\n",
       "      <td>6.40</td>\n",
       "      <td>1.93</td>\n",
       "      <td>10.94</td>\n",
       "      <td>2.62</td>\n",
       "      <td>8.20</td>\n",
       "      <td>4.25</td>\n",
       "      <td>108.61</td>\n",
       "      <td>0.90</td>\n",
       "      <td>7.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>汽车及零部件制造</th>\n",
       "      <td>29.25</td>\n",
       "      <td>109.00</td>\n",
       "      <td>15.79</td>\n",
       "      <td>20.64</td>\n",
       "      <td>1.10</td>\n",
       "      <td>27.22</td>\n",
       "      <td>17.18</td>\n",
       "      <td>36.45</td>\n",
       "      <td>4.08</td>\n",
       "      <td>47.66</td>\n",
       "      <td>...</td>\n",
       "      <td>47.53</td>\n",
       "      <td>62.19</td>\n",
       "      <td>147.73</td>\n",
       "      <td>19.06</td>\n",
       "      <td>99.15</td>\n",
       "      <td>47.23</td>\n",
       "      <td>35.41</td>\n",
       "      <td>3.77</td>\n",
       "      <td>17.50</td>\n",
       "      <td>166.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他交通设备</th>\n",
       "      <td>96.27</td>\n",
       "      <td>11.68</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.32</td>\n",
       "      <td>0.74</td>\n",
       "      <td>1.05</td>\n",
       "      <td>0.98</td>\n",
       "      <td>7.86</td>\n",
       "      <td>0.97</td>\n",
       "      <td>...</td>\n",
       "      <td>3.98</td>\n",
       "      <td>0.16</td>\n",
       "      <td>1.09</td>\n",
       "      <td>5.08</td>\n",
       "      <td>7.24</td>\n",
       "      <td>5.37</td>\n",
       "      <td>6.61</td>\n",
       "      <td>0.58</td>\n",
       "      <td>5.38</td>\n",
       "      <td>6.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>电气机械</th>\n",
       "      <td>25.10</td>\n",
       "      <td>155.32</td>\n",
       "      <td>5.72</td>\n",
       "      <td>10.75</td>\n",
       "      <td>1.26</td>\n",
       "      <td>41.90</td>\n",
       "      <td>14.50</td>\n",
       "      <td>21.33</td>\n",
       "      <td>11.89</td>\n",
       "      <td>82.62</td>\n",
       "      <td>...</td>\n",
       "      <td>17.94</td>\n",
       "      <td>61.78</td>\n",
       "      <td>179.18</td>\n",
       "      <td>49.82</td>\n",
       "      <td>10.06</td>\n",
       "      <td>15.40</td>\n",
       "      <td>30.82</td>\n",
       "      <td>8.51</td>\n",
       "      <td>7.63</td>\n",
       "      <td>16.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>计算机通信设备</th>\n",
       "      <td>10.67</td>\n",
       "      <td>31.92</td>\n",
       "      <td>4.16</td>\n",
       "      <td>5.55</td>\n",
       "      <td>0.36</td>\n",
       "      <td>32.51</td>\n",
       "      <td>6.30</td>\n",
       "      <td>13.48</td>\n",
       "      <td>57.83</td>\n",
       "      <td>45.16</td>\n",
       "      <td>...</td>\n",
       "      <td>80.86</td>\n",
       "      <td>5.21</td>\n",
       "      <td>754.34</td>\n",
       "      <td>137.15</td>\n",
       "      <td>4.60</td>\n",
       "      <td>81.78</td>\n",
       "      <td>43.90</td>\n",
       "      <td>8.38</td>\n",
       "      <td>13.89</td>\n",
       "      <td>39.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他制造业</th>\n",
       "      <td>46.67</td>\n",
       "      <td>100.95</td>\n",
       "      <td>9.96</td>\n",
       "      <td>21.44</td>\n",
       "      <td>1.63</td>\n",
       "      <td>68.30</td>\n",
       "      <td>23.32</td>\n",
       "      <td>158.68</td>\n",
       "      <td>14.01</td>\n",
       "      <td>91.56</td>\n",
       "      <td>...</td>\n",
       "      <td>58.38</td>\n",
       "      <td>3.83</td>\n",
       "      <td>22.93</td>\n",
       "      <td>39.99</td>\n",
       "      <td>13.78</td>\n",
       "      <td>130.81</td>\n",
       "      <td>70.42</td>\n",
       "      <td>31.23</td>\n",
       "      <td>11.07</td>\n",
       "      <td>43.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水电燃</th>\n",
       "      <td>331.89</td>\n",
       "      <td>673.50</td>\n",
       "      <td>73.79</td>\n",
       "      <td>88.69</td>\n",
       "      <td>3.65</td>\n",
       "      <td>261.16</td>\n",
       "      <td>96.42</td>\n",
       "      <td>140.38</td>\n",
       "      <td>20.96</td>\n",
       "      <td>900.36</td>\n",
       "      <td>...</td>\n",
       "      <td>80.96</td>\n",
       "      <td>52.69</td>\n",
       "      <td>55.38</td>\n",
       "      <td>36.28</td>\n",
       "      <td>34.07</td>\n",
       "      <td>68.93</td>\n",
       "      <td>245.61</td>\n",
       "      <td>65.04</td>\n",
       "      <td>24.59</td>\n",
       "      <td>134.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>建筑业</th>\n",
       "      <td>49.71</td>\n",
       "      <td>14.06</td>\n",
       "      <td>1.38</td>\n",
       "      <td>2.36</td>\n",
       "      <td>0.19</td>\n",
       "      <td>6.64</td>\n",
       "      <td>1.30</td>\n",
       "      <td>2.39</td>\n",
       "      <td>0.45</td>\n",
       "      <td>8.51</td>\n",
       "      <td>...</td>\n",
       "      <td>111.50</td>\n",
       "      <td>297.69</td>\n",
       "      <td>24.13</td>\n",
       "      <td>49.54</td>\n",
       "      <td>43.73</td>\n",
       "      <td>82.63</td>\n",
       "      <td>320.99</td>\n",
       "      <td>76.22</td>\n",
       "      <td>20.68</td>\n",
       "      <td>156.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>批发零售</th>\n",
       "      <td>744.29</td>\n",
       "      <td>233.75</td>\n",
       "      <td>391.63</td>\n",
       "      <td>284.03</td>\n",
       "      <td>46.68</td>\n",
       "      <td>745.30</td>\n",
       "      <td>201.30</td>\n",
       "      <td>323.30</td>\n",
       "      <td>64.23</td>\n",
       "      <td>603.46</td>\n",
       "      <td>...</td>\n",
       "      <td>56.20</td>\n",
       "      <td>39.76</td>\n",
       "      <td>183.74</td>\n",
       "      <td>53.06</td>\n",
       "      <td>29.75</td>\n",
       "      <td>151.66</td>\n",
       "      <td>132.05</td>\n",
       "      <td>136.99</td>\n",
       "      <td>68.74</td>\n",
       "      <td>168.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>交通运输</th>\n",
       "      <td>615.22</td>\n",
       "      <td>381.77</td>\n",
       "      <td>142.09</td>\n",
       "      <td>238.89</td>\n",
       "      <td>8.89</td>\n",
       "      <td>333.54</td>\n",
       "      <td>183.58</td>\n",
       "      <td>208.32</td>\n",
       "      <td>38.30</td>\n",
       "      <td>680.19</td>\n",
       "      <td>...</td>\n",
       "      <td>206.70</td>\n",
       "      <td>68.57</td>\n",
       "      <td>240.74</td>\n",
       "      <td>77.23</td>\n",
       "      <td>24.90</td>\n",
       "      <td>82.95</td>\n",
       "      <td>190.91</td>\n",
       "      <td>47.39</td>\n",
       "      <td>68.66</td>\n",
       "      <td>398.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>餐饮住宿</th>\n",
       "      <td>51.51</td>\n",
       "      <td>83.75</td>\n",
       "      <td>19.18</td>\n",
       "      <td>30.83</td>\n",
       "      <td>2.78</td>\n",
       "      <td>107.26</td>\n",
       "      <td>23.91</td>\n",
       "      <td>60.94</td>\n",
       "      <td>9.30</td>\n",
       "      <td>62.16</td>\n",
       "      <td>...</td>\n",
       "      <td>227.43</td>\n",
       "      <td>105.77</td>\n",
       "      <td>186.67</td>\n",
       "      <td>87.93</td>\n",
       "      <td>20.00</td>\n",
       "      <td>56.97</td>\n",
       "      <td>136.53</td>\n",
       "      <td>31.82</td>\n",
       "      <td>36.80</td>\n",
       "      <td>599.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>软件和信息技术服务业</th>\n",
       "      <td>44.18</td>\n",
       "      <td>109.21</td>\n",
       "      <td>12.20</td>\n",
       "      <td>49.20</td>\n",
       "      <td>0.86</td>\n",
       "      <td>128.35</td>\n",
       "      <td>36.95</td>\n",
       "      <td>19.12</td>\n",
       "      <td>8.79</td>\n",
       "      <td>102.51</td>\n",
       "      <td>...</td>\n",
       "      <td>321.09</td>\n",
       "      <td>41.76</td>\n",
       "      <td>71.87</td>\n",
       "      <td>37.71</td>\n",
       "      <td>15.21</td>\n",
       "      <td>37.26</td>\n",
       "      <td>89.56</td>\n",
       "      <td>31.81</td>\n",
       "      <td>66.59</td>\n",
       "      <td>305.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金融</th>\n",
       "      <td>451.39</td>\n",
       "      <td>161.28</td>\n",
       "      <td>51.45</td>\n",
       "      <td>55.55</td>\n",
       "      <td>7.63</td>\n",
       "      <td>156.03</td>\n",
       "      <td>44.14</td>\n",
       "      <td>82.35</td>\n",
       "      <td>8.57</td>\n",
       "      <td>172.46</td>\n",
       "      <td>...</td>\n",
       "      <td>498.54</td>\n",
       "      <td>569.60</td>\n",
       "      <td>157.79</td>\n",
       "      <td>86.56</td>\n",
       "      <td>7.06</td>\n",
       "      <td>93.00</td>\n",
       "      <td>21.21</td>\n",
       "      <td>9.79</td>\n",
       "      <td>13.86</td>\n",
       "      <td>271.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>房地产</th>\n",
       "      <td>8.85</td>\n",
       "      <td>5.72</td>\n",
       "      <td>7.36</td>\n",
       "      <td>7.69</td>\n",
       "      <td>0.05</td>\n",
       "      <td>37.17</td>\n",
       "      <td>13.16</td>\n",
       "      <td>7.53</td>\n",
       "      <td>10.59</td>\n",
       "      <td>13.80</td>\n",
       "      <td>...</td>\n",
       "      <td>307.52</td>\n",
       "      <td>70.24</td>\n",
       "      <td>52.47</td>\n",
       "      <td>5.10</td>\n",
       "      <td>5.68</td>\n",
       "      <td>116.95</td>\n",
       "      <td>31.67</td>\n",
       "      <td>11.62</td>\n",
       "      <td>19.87</td>\n",
       "      <td>736.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>租赁和商务服务</th>\n",
       "      <td>66.63</td>\n",
       "      <td>85.38</td>\n",
       "      <td>45.08</td>\n",
       "      <td>200.12</td>\n",
       "      <td>13.43</td>\n",
       "      <td>236.33</td>\n",
       "      <td>49.31</td>\n",
       "      <td>46.26</td>\n",
       "      <td>17.42</td>\n",
       "      <td>143.26</td>\n",
       "      <td>...</td>\n",
       "      <td>169.90</td>\n",
       "      <td>274.67</td>\n",
       "      <td>162.71</td>\n",
       "      <td>36.64</td>\n",
       "      <td>18.84</td>\n",
       "      <td>25.55</td>\n",
       "      <td>51.13</td>\n",
       "      <td>16.23</td>\n",
       "      <td>32.35</td>\n",
       "      <td>119.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>科学技术研究</th>\n",
       "      <td>131.49</td>\n",
       "      <td>80.87</td>\n",
       "      <td>10.74</td>\n",
       "      <td>11.17</td>\n",
       "      <td>0.63</td>\n",
       "      <td>20.34</td>\n",
       "      <td>3.89</td>\n",
       "      <td>11.43</td>\n",
       "      <td>1.33</td>\n",
       "      <td>33.49</td>\n",
       "      <td>...</td>\n",
       "      <td>6.77</td>\n",
       "      <td>10.36</td>\n",
       "      <td>2.66</td>\n",
       "      <td>72.48</td>\n",
       "      <td>5.51</td>\n",
       "      <td>2.33</td>\n",
       "      <td>33.90</td>\n",
       "      <td>4.95</td>\n",
       "      <td>1.10</td>\n",
       "      <td>17.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水利生态设施管理</th>\n",
       "      <td>54.23</td>\n",
       "      <td>15.74</td>\n",
       "      <td>0.81</td>\n",
       "      <td>1.11</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2.08</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.01</td>\n",
       "      <td>6.97</td>\n",
       "      <td>...</td>\n",
       "      <td>9.56</td>\n",
       "      <td>5.34</td>\n",
       "      <td>21.42</td>\n",
       "      <td>6.12</td>\n",
       "      <td>43.36</td>\n",
       "      <td>44.78</td>\n",
       "      <td>11.21</td>\n",
       "      <td>2.36</td>\n",
       "      <td>1.59</td>\n",
       "      <td>90.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>居民服务其他服务</th>\n",
       "      <td>64.26</td>\n",
       "      <td>63.98</td>\n",
       "      <td>14.36</td>\n",
       "      <td>18.58</td>\n",
       "      <td>1.71</td>\n",
       "      <td>58.10</td>\n",
       "      <td>8.61</td>\n",
       "      <td>22.76</td>\n",
       "      <td>3.96</td>\n",
       "      <td>94.65</td>\n",
       "      <td>...</td>\n",
       "      <td>12.84</td>\n",
       "      <td>7.55</td>\n",
       "      <td>39.24</td>\n",
       "      <td>26.64</td>\n",
       "      <td>9.74</td>\n",
       "      <td>155.59</td>\n",
       "      <td>43.69</td>\n",
       "      <td>7.47</td>\n",
       "      <td>9.14</td>\n",
       "      <td>15.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>教育</th>\n",
       "      <td>20.99</td>\n",
       "      <td>23.07</td>\n",
       "      <td>2.10</td>\n",
       "      <td>4.53</td>\n",
       "      <td>0.83</td>\n",
       "      <td>12.08</td>\n",
       "      <td>2.56</td>\n",
       "      <td>6.55</td>\n",
       "      <td>1.52</td>\n",
       "      <td>12.76</td>\n",
       "      <td>...</td>\n",
       "      <td>37.13</td>\n",
       "      <td>6.03</td>\n",
       "      <td>10.41</td>\n",
       "      <td>5.80</td>\n",
       "      <td>5.38</td>\n",
       "      <td>4.15</td>\n",
       "      <td>17.95</td>\n",
       "      <td>10.89</td>\n",
       "      <td>4.22</td>\n",
       "      <td>59.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>卫生社会</th>\n",
       "      <td>11.41</td>\n",
       "      <td>21.50</td>\n",
       "      <td>18.52</td>\n",
       "      <td>2.68</td>\n",
       "      <td>0.14</td>\n",
       "      <td>24.39</td>\n",
       "      <td>3.10</td>\n",
       "      <td>4.33</td>\n",
       "      <td>2.21</td>\n",
       "      <td>9.95</td>\n",
       "      <td>...</td>\n",
       "      <td>21.81</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.91</td>\n",
       "      <td>13.53</td>\n",
       "      <td>2.56</td>\n",
       "      <td>2.69</td>\n",
       "      <td>21.63</td>\n",
       "      <td>10.34</td>\n",
       "      <td>6.18</td>\n",
       "      <td>20.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>文化体育娱乐</th>\n",
       "      <td>4.49</td>\n",
       "      <td>18.01</td>\n",
       "      <td>6.51</td>\n",
       "      <td>10.60</td>\n",
       "      <td>0.68</td>\n",
       "      <td>24.44</td>\n",
       "      <td>7.77</td>\n",
       "      <td>8.56</td>\n",
       "      <td>3.09</td>\n",
       "      <td>22.30</td>\n",
       "      <td>...</td>\n",
       "      <td>31.09</td>\n",
       "      <td>8.93</td>\n",
       "      <td>46.57</td>\n",
       "      <td>14.27</td>\n",
       "      <td>17.55</td>\n",
       "      <td>7.21</td>\n",
       "      <td>56.60</td>\n",
       "      <td>15.11</td>\n",
       "      <td>69.57</td>\n",
       "      <td>59.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>公共管理和社会组织</th>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 40 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               农林牧渔     采矿业     农副食品     食品饮料      烟草     纺织服装    木材家具  \\\n",
       "农林牧渔        4636.82   40.05  3777.47  1022.53   66.52  1492.95  423.65   \n",
       "采矿业           98.04  352.26    13.10    43.72    1.03    50.97   28.26   \n",
       "农副食品        1563.81    0.00   557.28   717.40    0.00   242.72    0.00   \n",
       "食品饮料           6.21    2.41   130.17   383.86    0.06     4.24    0.17   \n",
       "烟草             1.72    0.00     0.00     0.00  162.94     0.00    0.00   \n",
       "纺织服装          21.35   51.82    18.86     9.07    0.93  5807.73  101.51   \n",
       "木材家具          75.81   36.81     4.19    10.01    0.76    18.78  939.04   \n",
       "造纸印刷          41.46   21.30    30.65   229.96   43.53   149.24   54.09   \n",
       "文体工美           8.17    3.93     1.31     0.56    0.05     1.94    0.73   \n",
       "石油化工        1922.06  471.41    53.28   153.73    6.40   602.88  312.58   \n",
       "医药制品          57.11    2.05    13.36     1.63    0.00     1.33    0.01   \n",
       "化学纤维          20.16    0.00     0.00     0.94   23.22   581.01    7.22   \n",
       "橡胶塑料         206.15  145.74    79.67   170.96    2.98   225.48   54.10   \n",
       "非金属制品         90.10   71.77     6.34    76.11    0.49    32.74   21.74   \n",
       "黑色金属冶炼压延      30.40  236.58     3.57    10.10    0.36    21.84   57.86   \n",
       "有色金属冶炼压延       2.02   32.16     0.94    10.72    0.19     2.36   12.48   \n",
       "金属制品          83.85  143.96    14.44    85.16    1.32    42.60   80.00   \n",
       "通用设备          19.62  191.98    12.20    23.14    1.38    60.45   30.12   \n",
       "专用设备         204.92  165.89     3.19     9.56    1.81   111.34    9.36   \n",
       "汽车及零部件制造      29.25  109.00    15.79    20.64    1.10    27.22   17.18   \n",
       "其他交通设备        96.27   11.68     0.25     0.17    0.32     0.74    1.05   \n",
       "电气机械          25.10  155.32     5.72    10.75    1.26    41.90   14.50   \n",
       "计算机通信设备       10.67   31.92     4.16     5.55    0.36    32.51    6.30   \n",
       "其他制造业         46.67  100.95     9.96    21.44    1.63    68.30   23.32   \n",
       "水电燃          331.89  673.50    73.79    88.69    3.65   261.16   96.42   \n",
       "建筑业           49.71   14.06     1.38     2.36    0.19     6.64    1.30   \n",
       "批发零售         744.29  233.75   391.63   284.03   46.68   745.30  201.30   \n",
       "交通运输         615.22  381.77   142.09   238.89    8.89   333.54  183.58   \n",
       "餐饮住宿          51.51   83.75    19.18    30.83    2.78   107.26   23.91   \n",
       "软件和信息技术服务业    44.18  109.21    12.20    49.20    0.86   128.35   36.95   \n",
       "金融           451.39  161.28    51.45    55.55    7.63   156.03   44.14   \n",
       "房地产            8.85    5.72     7.36     7.69    0.05    37.17   13.16   \n",
       "租赁和商务服务       66.63   85.38    45.08   200.12   13.43   236.33   49.31   \n",
       "科学技术研究       131.49   80.87    10.74    11.17    0.63    20.34    3.89   \n",
       "水利生态设施管理      54.23   15.74     0.81     1.11    0.00     2.08    0.17   \n",
       "居民服务其他服务      64.26   63.98    14.36    18.58    1.71    58.10    8.61   \n",
       "教育            20.99   23.07     2.10     4.53    0.83    12.08    2.56   \n",
       "卫生社会          11.41   21.50    18.52     2.68    0.14    24.39    3.10   \n",
       "文化体育娱乐         4.49   18.01     6.51    10.60    0.68    24.44    7.77   \n",
       "公共管理和社会组织      0.00    0.00     0.00     0.00    0.00     0.00    0.00   \n",
       "\n",
       "               造纸印刷    文体工美     石油化工  ...      金融     房地产  租赁和商务服务  科学技术研究  \\\n",
       "农林牧渔         175.17    8.92    92.96  ...    0.00    1.17     9.44   14.98   \n",
       "采矿业           34.51    2.33  4464.59  ...    2.67   31.08     5.37   18.69   \n",
       "农副食品           1.33    0.00    61.51  ...    0.00    0.00     2.14    1.04   \n",
       "食品饮料           0.00    0.00    24.83  ...    1.00    0.09    16.23    1.45   \n",
       "烟草             0.00    0.00     0.00  ...    0.00    0.00     0.35    0.58   \n",
       "纺织服装          58.05  105.43    47.94  ...   27.27    4.39    21.71   10.16   \n",
       "木材家具          52.73   51.03    19.00  ...   15.32   16.87     6.57    7.30   \n",
       "造纸印刷        1533.82   85.32   108.21  ...  106.80    4.98   367.21   22.52   \n",
       "文体工美           0.77   38.55     6.27  ...   32.59   10.00    10.57    4.37   \n",
       "石油化工         433.21   74.42  4002.48  ...   55.77   25.33    40.04   34.90   \n",
       "医药制品           0.03    0.00     4.42  ...    1.28    0.13     0.52    7.39   \n",
       "化学纤维           5.85   47.28    24.78  ...    0.00    0.06     0.00    0.15   \n",
       "橡胶塑料         114.44  124.94   399.80  ...    1.37    7.16     4.98   10.92   \n",
       "非金属制品         11.73    7.15    68.61  ...    8.52   87.19     3.28   20.60   \n",
       "黑色金属冶炼压延       5.70   35.79    63.80  ...    0.00   13.45     2.42   12.11   \n",
       "有色金属冶炼压延      17.84   12.18    62.70  ...    0.00    7.28     0.78    4.30   \n",
       "金属制品          35.88   57.60   105.09  ...   14.68   21.63    94.13   37.26   \n",
       "通用设备          43.04   17.52   158.23  ...   44.44   46.30   104.14   53.54   \n",
       "专用设备          19.70    3.27    70.54  ...   18.05    6.40     1.93   10.94   \n",
       "汽车及零部件制造      36.45    4.08    47.66  ...   47.53   62.19   147.73   19.06   \n",
       "其他交通设备         0.98    7.86     0.97  ...    3.98    0.16     1.09    5.08   \n",
       "电气机械          21.33   11.89    82.62  ...   17.94   61.78   179.18   49.82   \n",
       "计算机通信设备       13.48   57.83    45.16  ...   80.86    5.21   754.34  137.15   \n",
       "其他制造业        158.68   14.01    91.56  ...   58.38    3.83    22.93   39.99   \n",
       "水电燃          140.38   20.96   900.36  ...   80.96   52.69    55.38   36.28   \n",
       "建筑业            2.39    0.45     8.51  ...  111.50  297.69    24.13   49.54   \n",
       "批发零售         323.30   64.23   603.46  ...   56.20   39.76   183.74   53.06   \n",
       "交通运输         208.32   38.30   680.19  ...  206.70   68.57   240.74   77.23   \n",
       "餐饮住宿          60.94    9.30    62.16  ...  227.43  105.77   186.67   87.93   \n",
       "软件和信息技术服务业    19.12    8.79   102.51  ...  321.09   41.76    71.87   37.71   \n",
       "金融            82.35    8.57   172.46  ...  498.54  569.60   157.79   86.56   \n",
       "房地产            7.53   10.59    13.80  ...  307.52   70.24    52.47    5.10   \n",
       "租赁和商务服务       46.26   17.42   143.26  ...  169.90  274.67   162.71   36.64   \n",
       "科学技术研究        11.43    1.33    33.49  ...    6.77   10.36     2.66   72.48   \n",
       "水利生态设施管理       0.25    0.01     6.97  ...    9.56    5.34    21.42    6.12   \n",
       "居民服务其他服务      22.76    3.96    94.65  ...   12.84    7.55    39.24   26.64   \n",
       "教育             6.55    1.52    12.76  ...   37.13    6.03    10.41    5.80   \n",
       "卫生社会           4.33    2.21     9.95  ...   21.81    0.45     0.91   13.53   \n",
       "文化体育娱乐         8.56    3.09    22.30  ...   31.09    8.93    46.57   14.27   \n",
       "公共管理和社会组织      0.00    0.00     0.00  ...    0.00    0.00     0.00    0.00   \n",
       "\n",
       "            水利生态设施管理  居民服务其他服务      教育     卫生社会  文化体育娱乐  公共管理和社会组织  \n",
       "农林牧渔           13.55     31.10   36.69    11.55   13.20       0.00  \n",
       "采矿业            14.38     50.98   74.88    14.27    3.03      28.64  \n",
       "农副食品            3.18     10.04   33.48     1.56   10.17       0.00  \n",
       "食品饮料            5.82     76.08   29.58     9.97   62.39       0.00  \n",
       "烟草              0.53      5.50    0.00     0.17   37.10       0.00  \n",
       "纺织服装            7.61    400.95   28.57    26.02   20.27     388.75  \n",
       "木材家具            7.80    127.57  104.56    20.84   15.79     192.48  \n",
       "造纸印刷            7.31    120.99  297.09    17.63  194.18     389.38  \n",
       "文体工美            3.27     12.21   24.43     4.38   10.65      25.70  \n",
       "石油化工           85.71    292.13   76.61    49.92   50.85     147.36  \n",
       "医药制品            1.78     13.13   19.87  1203.43    0.95       0.50  \n",
       "化学纤维            0.00      0.00    0.00     0.00    0.03       0.00  \n",
       "橡胶塑料           19.22     14.38    7.20    26.92    2.85       7.19  \n",
       "非金属制品          16.85     17.52   35.08    10.81    8.03      22.92  \n",
       "黑色金属冶炼压延        8.45      3.96    7.76     0.81    1.45       0.00  \n",
       "有色金属冶炼压延        0.82      9.19    0.94     0.01    0.09       0.00  \n",
       "金属制品            9.17     12.83   20.10     8.79    2.97      64.68  \n",
       "通用设备           35.42      7.66   45.95    25.09    6.47       7.12  \n",
       "专用设备            2.62      8.20    4.25   108.61    0.90       7.07  \n",
       "汽车及零部件制造       99.15     47.23   35.41     3.77   17.50     166.71  \n",
       "其他交通设备          7.24      5.37    6.61     0.58    5.38       6.19  \n",
       "电气机械           10.06     15.40   30.82     8.51    7.63      16.11  \n",
       "计算机通信设备         4.60     81.78   43.90     8.38   13.89      39.64  \n",
       "其他制造业          13.78    130.81   70.42    31.23   11.07      43.14  \n",
       "水电燃            34.07     68.93  245.61    65.04   24.59     134.86  \n",
       "建筑业            43.73     82.63  320.99    76.22   20.68     156.56  \n",
       "批发零售           29.75    151.66  132.05   136.99   68.74     168.75  \n",
       "交通运输           24.90     82.95  190.91    47.39   68.66     398.70  \n",
       "餐饮住宿           20.00     56.97  136.53    31.82   36.80     599.83  \n",
       "软件和信息技术服务业     15.21     37.26   89.56    31.81   66.59     305.94  \n",
       "金融              7.06     93.00   21.21     9.79   13.86     271.19  \n",
       "房地产             5.68    116.95   31.67    11.62   19.87     736.87  \n",
       "租赁和商务服务        18.84     25.55   51.13    16.23   32.35     119.54  \n",
       "科学技术研究          5.51      2.33   33.90     4.95    1.10      17.93  \n",
       "水利生态设施管理       43.36     44.78   11.21     2.36    1.59      90.02  \n",
       "居民服务其他服务        9.74    155.59   43.69     7.47    9.14      15.40  \n",
       "教育              5.38      4.15   17.95    10.89    4.22      59.37  \n",
       "卫生社会            2.56      2.69   21.63    10.34    6.18      20.00  \n",
       "文化体育娱乐         17.55      7.21   56.60    15.11   69.57      59.07  \n",
       "公共管理和社会组织       0.00      0.00    0.00     0.00    0.00       0.00  \n",
       "\n",
       "[40 rows x 40 columns]"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 2002年q1数据\n",
    "mio.Y2002.q1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "87668ec3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "index",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "中间使用合计",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "农村居民消费支出",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "城镇居民消费支出",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "居民消费支出",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "政府消费支出",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "消费支出合计",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "固定资本形成总额",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "存货变动",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "资本形成总额",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "出口",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "最终使用合计",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "进口",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "总产出",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "73a87eea-99cc-4420-b14a-2a8a1b01873a",
       "rows": [
        [
         "农林牧渔",
         "95485.47",
         "10974.55",
         "22105.5",
         "33080.05",
         "1963.96",
         "35044.01",
         "1757.73",
         "5490.15",
         "7247.88",
         "1817.17",
         "44109.06",
         "6426.2",
         "133168.33"
        ],
        [
         "采矿业",
         "84504.45",
         "75.33",
         "46.9",
         "122.23",
         "0.0",
         "122.23",
         "0.0",
         "46.22",
         "46.22",
         "467.92",
         "636.37",
         "29487.47",
         "55653.36"
        ],
        [
         "农副食品",
         "41176.31",
         "8684.35",
         "24074.12",
         "32758.47",
         "0.0",
         "32758.47",
         "0.0",
         "609.34",
         "609.34",
         "2275.44",
         "35643.26",
         "5735.48",
         "71084.08"
        ],
        [
         "食品饮料",
         "19133.62",
         "6198.57",
         "18889.6",
         "25088.18",
         "0.0",
         "25088.18",
         "0.0",
         "114.16",
         "114.16",
         "1281.92",
         "26484.26",
         "2233.94",
         "43383.94"
        ],
        [
         "烟草",
         "7656.98",
         "735.92",
         "2268.95",
         "3004.87",
         "0.0",
         "3004.87",
         "0.0",
         "129.06",
         "129.06",
         "25.98",
         "3159.92",
         "148.64",
         "10668.26"
        ],
        [
         "纺织服装",
         "47300.49",
         "2301.37",
         "10819.38",
         "13120.75",
         "0.0",
         "13120.75",
         "0.0",
         "-357.11",
         "-357.11",
         "18680.11",
         "31443.76",
         "3005.55",
         "75738.69"
        ],
        [
         "木材家具",
         "18446.11",
         "500.75",
         "1764.63",
         "2265.38",
         "0.0",
         "2265.38",
         "2159.58",
         "167.41",
         "2326.99",
         "4476.53",
         "9068.9",
         "973.69",
         "26541.32"
        ],
        [
         "造纸印刷",
         "28534.25",
         "59.84",
         "276.19",
         "336.03",
         "0.0",
         "336.03",
         "0.0",
         "-626.59",
         "-626.59",
         "930.91",
         "640.35",
         "1734.71",
         "27439.89"
        ],
        [
         "文体工美",
         "7117.65",
         "552.25",
         "2658.49",
         "3210.74",
         "0.0",
         "3210.74",
         "428.11",
         "-177.31",
         "250.81",
         "5676.55",
         "9138.09",
         "856.36",
         "15399.38"
        ],
        [
         "石油化工",
         "122383.12",
         "851.81",
         "4808.38",
         "5660.2",
         "0.0",
         "5660.2",
         "0.0",
         "-2321.2",
         "-2321.2",
         "7836.56",
         "11175.56",
         "14433.81",
         "119124.88"
        ],
        [
         "医药制品",
         "24463.78",
         "1626.68",
         "4759.6",
         "6386.27",
         "0.0",
         "6386.27",
         "0.0",
         "-33.62",
         "-33.62",
         "2293.11",
         "8645.76",
         "3103.93",
         "30005.61"
        ],
        [
         "化学纤维",
         "7088.92",
         "0.05",
         "0.11",
         "0.16",
         "0.0",
         "0.16",
         "0.0",
         "-15.11",
         "-15.11",
         "382.35",
         "367.39",
         "138.21",
         "7318.11"
        ],
        [
         "橡胶塑料",
         "31341.09",
         "161.86",
         "480.21",
         "642.08",
         "0.0",
         "642.08",
         "0.0",
         "-190.58",
         "-190.58",
         "5712.06",
         "6163.55",
         "1685.49",
         "35819.16"
        ],
        [
         "非金属制品",
         "70328.71",
         "156.08",
         "392.58",
         "548.67",
         "0.0",
         "548.67",
         "0.0",
         "214.07",
         "214.07",
         "3455.42",
         "4218.16",
         "1243.67",
         "73303.19"
        ],
        [
         "黑色金属冶炼压延",
         "67787.78",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "440.55",
         "440.55",
         "2776.79",
         "3217.34",
         "2654.12",
         "68350.99"
        ],
        [
         "有色金属冶炼压延",
         "56233.48",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "-95.79",
         "-95.79",
         "1796.57",
         "1700.78",
         "5467.26",
         "52467.0"
        ],
        [
         "金属制品",
         "42576.77",
         "66.55",
         "421.5",
         "488.05",
         "0.0",
         "488.05",
         "2516.29",
         "950.94",
         "3467.23",
         "6234.86",
         "10190.14",
         "818.74",
         "51948.17"
        ],
        [
         "通用设备",
         "31438.36",
         "37.64",
         "122.84",
         "160.48",
         "0.0",
         "160.48",
         "17036.21",
         "941.36",
         "17977.57",
         "9256.93",
         "27394.98",
         "5542.24",
         "53291.1"
        ],
        [
         "专用设备",
         "17341.74",
         "59.56",
         "372.07",
         "431.63",
         "0.0",
         "431.63",
         "20492.96",
         "455.61",
         "20948.57",
         "5935.03",
         "27315.23",
         "5921.86",
         "38735.11"
        ],
        [
         "汽车及零部件制造",
         "38547.87",
         "2145.44",
         "12683.73",
         "14829.16",
         "0.0",
         "14829.16",
         "17641.64",
         "1627.72",
         "19269.36",
         "3152.44",
         "37250.96",
         "5153.09",
         "70645.75"
        ],
        [
         "其他交通设备",
         "6082.34",
         "569.76",
         "902.54",
         "1472.3",
         "0.0",
         "1472.3",
         "6060.1",
         "10.95",
         "6071.05",
         "2896.44",
         "10439.8",
         "920.75",
         "15601.39"
        ],
        [
         "电气机械",
         "47286.59",
         "1087.9",
         "2924.26",
         "4012.16",
         "0.0",
         "4012.16",
         "6381.37",
         "75.27",
         "6456.65",
         "17054.85",
         "27523.66",
         "5043.62",
         "69766.63"
        ],
        [
         "计算机通信设备",
         "86751.4",
         "1431.7",
         "4878.39",
         "6310.09",
         "0.0",
         "6310.09",
         "9419.25",
         "950.58",
         "10369.83",
         "41536.09",
         "58216.01",
         "35831.49",
         "109135.93"
        ],
        [
         "其他制造业",
         "25592.14",
         "211.11",
         "640.92",
         "852.02",
         "0.0",
         "852.02",
         "1485.32",
         "-546.95",
         "938.37",
         "4063.38",
         "5853.77",
         "5311.48",
         "26134.42"
        ],
        [
         "水电燃",
         "70264.99",
         "1611.09",
         "9998.44",
         "11609.53",
         "0.0",
         "11609.53",
         "0.0",
         "178.52",
         "178.52",
         "104.5",
         "11892.55",
         "12.32",
         "82145.21"
        ],
        [
         "建筑业",
         "14999.26",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "270717.63",
         "0.0",
         "270717.63",
         "868.11",
         "271585.74",
         "554.5",
         "286030.5"
        ],
        [
         "批发零售",
         "100867.62",
         "5145.75",
         "16652.27",
         "21798.02",
         "0.0",
         "21798.02",
         "8492.11",
         "834.56",
         "9326.67",
         "17859.15",
         "48983.85",
         "0.0",
         "149851.47"
        ],
        [
         "交通运输",
         "92543.91",
         "3060.74",
         "10737.86",
         "13798.6",
         "4278.77",
         "18077.37",
         "3438.1",
         "278.79",
         "3716.89",
         "9511.17",
         "31305.43",
         "3932.22",
         "119917.13"
        ],
        [
         "餐饮住宿",
         "27435.79",
         "2663.22",
         "15606.11",
         "18269.33",
         "0.0",
         "18269.33",
         "0.0",
         "0.0",
         "0.0",
         "270.6",
         "18539.92",
         "2776.74",
         "43198.98"
        ],
        [
         "软件和信息技术服务业",
         "50874.08",
         "2772.99",
         "9699.21",
         "12472.19",
         "0.0",
         "12472.19",
         "32868.66",
         "0.0",
         "32868.66",
         "3074.5",
         "48415.36",
         "2765.15",
         "96524.28"
        ],
        [
         "金融",
         "88794.67",
         "4232.28",
         "25766.61",
         "29998.89",
         "4510.25",
         "34509.14",
         "0.0",
         "0.0",
         "0.0",
         "689.52",
         "35198.65",
         "1056.31",
         "122937.02"
        ],
        [
         "房地产",
         "48421.32",
         "10679.99",
         "44266.04",
         "54946.03",
         "0.0",
         "54946.03",
         "3296.0",
         "0.0",
         "3296.0",
         "0.0",
         "58242.03",
         "0.0",
         "106663.35"
        ],
        [
         "租赁和商务服务",
         "89449.81",
         "175.76",
         "3406.31",
         "3582.07",
         "2215.56",
         "5797.63",
         "0.0",
         "0.0",
         "0.0",
         "4052.53",
         "9850.17",
         "3043.72",
         "96256.26"
        ],
        [
         "科学技术研究",
         "42213.37",
         "84.57",
         "355.42",
         "439.99",
         "14631.98",
         "15071.97",
         "19655.86",
         "0.0",
         "19655.86",
         "967.82",
         "35695.65",
         "2774.78",
         "75134.24"
        ],
        [
         "水利生态设施管理",
         "3460.95",
         "83.76",
         "440.18",
         "523.94",
         "7570.57",
         "8094.51",
         "0.0",
         "0.0",
         "0.0",
         "29.32",
         "8123.83",
         "268.38",
         "11316.4"
        ],
        [
         "居民服务其他服务",
         "14961.92",
         "2553.26",
         "12622.39",
         "15175.65",
         "0.0",
         "15175.65",
         "0.0",
         "0.0",
         "0.0",
         "9.77",
         "15185.42",
         "113.57",
         "30033.76"
        ],
        [
         "教育",
         "2767.17",
         "5114.8",
         "18395.03",
         "23509.83",
         "26971.76",
         "50481.58",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "50481.58",
         "0.0",
         "53248.76"
        ],
        [
         "卫生社会",
         "1523.73",
         "4248.6",
         "12916.88",
         "17165.48",
         "32789.56",
         "49955.04",
         "0.0",
         "0.0",
         "0.0",
         "15.7",
         "49970.74",
         "119.5",
         "51374.96"
        ],
        [
         "文化体育娱乐",
         "6393.75",
         "694.96",
         "4607.78",
         "5302.74",
         "4203.86",
         "9506.6",
         "523.46",
         "0.0",
         "523.46",
         "284.54",
         "10314.6",
         "1124.0",
         "15584.34"
        ],
        [
         "公共管理和社会组织",
         "3034.02",
         "53.46",
         "582.62",
         "636.08",
         "74489.11",
         "75125.19",
         "0.0",
         "0.0",
         "0.0",
         "173.42",
         "75298.62",
         "246.15",
         "78086.48"
        ]
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>中间使用合计</th>\n",
       "      <th>农村居民消费支出</th>\n",
       "      <th>城镇居民消费支出</th>\n",
       "      <th>居民消费支出</th>\n",
       "      <th>政府消费支出</th>\n",
       "      <th>消费支出合计</th>\n",
       "      <th>固定资本形成总额</th>\n",
       "      <th>存货变动</th>\n",
       "      <th>资本形成总额</th>\n",
       "      <th>出口</th>\n",
       "      <th>最终使用合计</th>\n",
       "      <th>进口</th>\n",
       "      <th>总产出</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>农林牧渔</th>\n",
       "      <td>95485.47</td>\n",
       "      <td>10974.55</td>\n",
       "      <td>22105.50</td>\n",
       "      <td>33080.05</td>\n",
       "      <td>1963.96</td>\n",
       "      <td>35044.01</td>\n",
       "      <td>1757.73</td>\n",
       "      <td>5490.15</td>\n",
       "      <td>7247.88</td>\n",
       "      <td>1817.17</td>\n",
       "      <td>44109.06</td>\n",
       "      <td>6426.20</td>\n",
       "      <td>133168.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>采矿业</th>\n",
       "      <td>84504.45</td>\n",
       "      <td>75.33</td>\n",
       "      <td>46.90</td>\n",
       "      <td>122.23</td>\n",
       "      <td>0.00</td>\n",
       "      <td>122.23</td>\n",
       "      <td>0.00</td>\n",
       "      <td>46.22</td>\n",
       "      <td>46.22</td>\n",
       "      <td>467.92</td>\n",
       "      <td>636.37</td>\n",
       "      <td>29487.47</td>\n",
       "      <td>55653.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>农副食品</th>\n",
       "      <td>41176.31</td>\n",
       "      <td>8684.35</td>\n",
       "      <td>24074.12</td>\n",
       "      <td>32758.47</td>\n",
       "      <td>0.00</td>\n",
       "      <td>32758.47</td>\n",
       "      <td>0.00</td>\n",
       "      <td>609.34</td>\n",
       "      <td>609.34</td>\n",
       "      <td>2275.44</td>\n",
       "      <td>35643.26</td>\n",
       "      <td>5735.48</td>\n",
       "      <td>71084.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>食品饮料</th>\n",
       "      <td>19133.62</td>\n",
       "      <td>6198.57</td>\n",
       "      <td>18889.60</td>\n",
       "      <td>25088.18</td>\n",
       "      <td>0.00</td>\n",
       "      <td>25088.18</td>\n",
       "      <td>0.00</td>\n",
       "      <td>114.16</td>\n",
       "      <td>114.16</td>\n",
       "      <td>1281.92</td>\n",
       "      <td>26484.26</td>\n",
       "      <td>2233.94</td>\n",
       "      <td>43383.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>烟草</th>\n",
       "      <td>7656.98</td>\n",
       "      <td>735.92</td>\n",
       "      <td>2268.95</td>\n",
       "      <td>3004.87</td>\n",
       "      <td>0.00</td>\n",
       "      <td>3004.87</td>\n",
       "      <td>0.00</td>\n",
       "      <td>129.06</td>\n",
       "      <td>129.06</td>\n",
       "      <td>25.98</td>\n",
       "      <td>3159.92</td>\n",
       "      <td>148.64</td>\n",
       "      <td>10668.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>纺织服装</th>\n",
       "      <td>47300.49</td>\n",
       "      <td>2301.37</td>\n",
       "      <td>10819.38</td>\n",
       "      <td>13120.75</td>\n",
       "      <td>0.00</td>\n",
       "      <td>13120.75</td>\n",
       "      <td>0.00</td>\n",
       "      <td>-357.11</td>\n",
       "      <td>-357.11</td>\n",
       "      <td>18680.11</td>\n",
       "      <td>31443.76</td>\n",
       "      <td>3005.55</td>\n",
       "      <td>75738.69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>木材家具</th>\n",
       "      <td>18446.11</td>\n",
       "      <td>500.75</td>\n",
       "      <td>1764.63</td>\n",
       "      <td>2265.38</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2265.38</td>\n",
       "      <td>2159.58</td>\n",
       "      <td>167.41</td>\n",
       "      <td>2326.99</td>\n",
       "      <td>4476.53</td>\n",
       "      <td>9068.90</td>\n",
       "      <td>973.69</td>\n",
       "      <td>26541.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>造纸印刷</th>\n",
       "      <td>28534.25</td>\n",
       "      <td>59.84</td>\n",
       "      <td>276.19</td>\n",
       "      <td>336.03</td>\n",
       "      <td>0.00</td>\n",
       "      <td>336.03</td>\n",
       "      <td>0.00</td>\n",
       "      <td>-626.59</td>\n",
       "      <td>-626.59</td>\n",
       "      <td>930.91</td>\n",
       "      <td>640.35</td>\n",
       "      <td>1734.71</td>\n",
       "      <td>27439.89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>文体工美</th>\n",
       "      <td>7117.65</td>\n",
       "      <td>552.25</td>\n",
       "      <td>2658.49</td>\n",
       "      <td>3210.74</td>\n",
       "      <td>0.00</td>\n",
       "      <td>3210.74</td>\n",
       "      <td>428.11</td>\n",
       "      <td>-177.31</td>\n",
       "      <td>250.81</td>\n",
       "      <td>5676.55</td>\n",
       "      <td>9138.09</td>\n",
       "      <td>856.36</td>\n",
       "      <td>15399.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>石油化工</th>\n",
       "      <td>122383.12</td>\n",
       "      <td>851.81</td>\n",
       "      <td>4808.38</td>\n",
       "      <td>5660.20</td>\n",
       "      <td>0.00</td>\n",
       "      <td>5660.20</td>\n",
       "      <td>0.00</td>\n",
       "      <td>-2321.20</td>\n",
       "      <td>-2321.20</td>\n",
       "      <td>7836.56</td>\n",
       "      <td>11175.56</td>\n",
       "      <td>14433.81</td>\n",
       "      <td>119124.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>医药制品</th>\n",
       "      <td>24463.78</td>\n",
       "      <td>1626.68</td>\n",
       "      <td>4759.60</td>\n",
       "      <td>6386.27</td>\n",
       "      <td>0.00</td>\n",
       "      <td>6386.27</td>\n",
       "      <td>0.00</td>\n",
       "      <td>-33.62</td>\n",
       "      <td>-33.62</td>\n",
       "      <td>2293.11</td>\n",
       "      <td>8645.76</td>\n",
       "      <td>3103.93</td>\n",
       "      <td>30005.61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>化学纤维</th>\n",
       "      <td>7088.92</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.00</td>\n",
       "      <td>-15.11</td>\n",
       "      <td>-15.11</td>\n",
       "      <td>382.35</td>\n",
       "      <td>367.39</td>\n",
       "      <td>138.21</td>\n",
       "      <td>7318.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>橡胶塑料</th>\n",
       "      <td>31341.09</td>\n",
       "      <td>161.86</td>\n",
       "      <td>480.21</td>\n",
       "      <td>642.08</td>\n",
       "      <td>0.00</td>\n",
       "      <td>642.08</td>\n",
       "      <td>0.00</td>\n",
       "      <td>-190.58</td>\n",
       "      <td>-190.58</td>\n",
       "      <td>5712.06</td>\n",
       "      <td>6163.55</td>\n",
       "      <td>1685.49</td>\n",
       "      <td>35819.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>非金属制品</th>\n",
       "      <td>70328.71</td>\n",
       "      <td>156.08</td>\n",
       "      <td>392.58</td>\n",
       "      <td>548.67</td>\n",
       "      <td>0.00</td>\n",
       "      <td>548.67</td>\n",
       "      <td>0.00</td>\n",
       "      <td>214.07</td>\n",
       "      <td>214.07</td>\n",
       "      <td>3455.42</td>\n",
       "      <td>4218.16</td>\n",
       "      <td>1243.67</td>\n",
       "      <td>73303.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>黑色金属冶炼压延</th>\n",
       "      <td>67787.78</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>440.55</td>\n",
       "      <td>440.55</td>\n",
       "      <td>2776.79</td>\n",
       "      <td>3217.34</td>\n",
       "      <td>2654.12</td>\n",
       "      <td>68350.99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>有色金属冶炼压延</th>\n",
       "      <td>56233.48</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>-95.79</td>\n",
       "      <td>-95.79</td>\n",
       "      <td>1796.57</td>\n",
       "      <td>1700.78</td>\n",
       "      <td>5467.26</td>\n",
       "      <td>52467.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金属制品</th>\n",
       "      <td>42576.77</td>\n",
       "      <td>66.55</td>\n",
       "      <td>421.50</td>\n",
       "      <td>488.05</td>\n",
       "      <td>0.00</td>\n",
       "      <td>488.05</td>\n",
       "      <td>2516.29</td>\n",
       "      <td>950.94</td>\n",
       "      <td>3467.23</td>\n",
       "      <td>6234.86</td>\n",
       "      <td>10190.14</td>\n",
       "      <td>818.74</td>\n",
       "      <td>51948.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>通用设备</th>\n",
       "      <td>31438.36</td>\n",
       "      <td>37.64</td>\n",
       "      <td>122.84</td>\n",
       "      <td>160.48</td>\n",
       "      <td>0.00</td>\n",
       "      <td>160.48</td>\n",
       "      <td>17036.21</td>\n",
       "      <td>941.36</td>\n",
       "      <td>17977.57</td>\n",
       "      <td>9256.93</td>\n",
       "      <td>27394.98</td>\n",
       "      <td>5542.24</td>\n",
       "      <td>53291.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>专用设备</th>\n",
       "      <td>17341.74</td>\n",
       "      <td>59.56</td>\n",
       "      <td>372.07</td>\n",
       "      <td>431.63</td>\n",
       "      <td>0.00</td>\n",
       "      <td>431.63</td>\n",
       "      <td>20492.96</td>\n",
       "      <td>455.61</td>\n",
       "      <td>20948.57</td>\n",
       "      <td>5935.03</td>\n",
       "      <td>27315.23</td>\n",
       "      <td>5921.86</td>\n",
       "      <td>38735.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>汽车及零部件制造</th>\n",
       "      <td>38547.87</td>\n",
       "      <td>2145.44</td>\n",
       "      <td>12683.73</td>\n",
       "      <td>14829.16</td>\n",
       "      <td>0.00</td>\n",
       "      <td>14829.16</td>\n",
       "      <td>17641.64</td>\n",
       "      <td>1627.72</td>\n",
       "      <td>19269.36</td>\n",
       "      <td>3152.44</td>\n",
       "      <td>37250.96</td>\n",
       "      <td>5153.09</td>\n",
       "      <td>70645.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他交通设备</th>\n",
       "      <td>6082.34</td>\n",
       "      <td>569.76</td>\n",
       "      <td>902.54</td>\n",
       "      <td>1472.30</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1472.30</td>\n",
       "      <td>6060.10</td>\n",
       "      <td>10.95</td>\n",
       "      <td>6071.05</td>\n",
       "      <td>2896.44</td>\n",
       "      <td>10439.80</td>\n",
       "      <td>920.75</td>\n",
       "      <td>15601.39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>电气机械</th>\n",
       "      <td>47286.59</td>\n",
       "      <td>1087.90</td>\n",
       "      <td>2924.26</td>\n",
       "      <td>4012.16</td>\n",
       "      <td>0.00</td>\n",
       "      <td>4012.16</td>\n",
       "      <td>6381.37</td>\n",
       "      <td>75.27</td>\n",
       "      <td>6456.65</td>\n",
       "      <td>17054.85</td>\n",
       "      <td>27523.66</td>\n",
       "      <td>5043.62</td>\n",
       "      <td>69766.63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>计算机通信设备</th>\n",
       "      <td>86751.40</td>\n",
       "      <td>1431.70</td>\n",
       "      <td>4878.39</td>\n",
       "      <td>6310.09</td>\n",
       "      <td>0.00</td>\n",
       "      <td>6310.09</td>\n",
       "      <td>9419.25</td>\n",
       "      <td>950.58</td>\n",
       "      <td>10369.83</td>\n",
       "      <td>41536.09</td>\n",
       "      <td>58216.01</td>\n",
       "      <td>35831.49</td>\n",
       "      <td>109135.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他制造业</th>\n",
       "      <td>25592.14</td>\n",
       "      <td>211.11</td>\n",
       "      <td>640.92</td>\n",
       "      <td>852.02</td>\n",
       "      <td>0.00</td>\n",
       "      <td>852.02</td>\n",
       "      <td>1485.32</td>\n",
       "      <td>-546.95</td>\n",
       "      <td>938.37</td>\n",
       "      <td>4063.38</td>\n",
       "      <td>5853.77</td>\n",
       "      <td>5311.48</td>\n",
       "      <td>26134.42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水电燃</th>\n",
       "      <td>70264.99</td>\n",
       "      <td>1611.09</td>\n",
       "      <td>9998.44</td>\n",
       "      <td>11609.53</td>\n",
       "      <td>0.00</td>\n",
       "      <td>11609.53</td>\n",
       "      <td>0.00</td>\n",
       "      <td>178.52</td>\n",
       "      <td>178.52</td>\n",
       "      <td>104.50</td>\n",
       "      <td>11892.55</td>\n",
       "      <td>12.32</td>\n",
       "      <td>82145.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>建筑业</th>\n",
       "      <td>14999.26</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270717.63</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270717.63</td>\n",
       "      <td>868.11</td>\n",
       "      <td>271585.74</td>\n",
       "      <td>554.50</td>\n",
       "      <td>286030.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>批发零售</th>\n",
       "      <td>100867.62</td>\n",
       "      <td>5145.75</td>\n",
       "      <td>16652.27</td>\n",
       "      <td>21798.02</td>\n",
       "      <td>0.00</td>\n",
       "      <td>21798.02</td>\n",
       "      <td>8492.11</td>\n",
       "      <td>834.56</td>\n",
       "      <td>9326.67</td>\n",
       "      <td>17859.15</td>\n",
       "      <td>48983.85</td>\n",
       "      <td>0.00</td>\n",
       "      <td>149851.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>交通运输</th>\n",
       "      <td>92543.91</td>\n",
       "      <td>3060.74</td>\n",
       "      <td>10737.86</td>\n",
       "      <td>13798.60</td>\n",
       "      <td>4278.77</td>\n",
       "      <td>18077.37</td>\n",
       "      <td>3438.10</td>\n",
       "      <td>278.79</td>\n",
       "      <td>3716.89</td>\n",
       "      <td>9511.17</td>\n",
       "      <td>31305.43</td>\n",
       "      <td>3932.22</td>\n",
       "      <td>119917.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>餐饮住宿</th>\n",
       "      <td>27435.79</td>\n",
       "      <td>2663.22</td>\n",
       "      <td>15606.11</td>\n",
       "      <td>18269.33</td>\n",
       "      <td>0.00</td>\n",
       "      <td>18269.33</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>270.60</td>\n",
       "      <td>18539.92</td>\n",
       "      <td>2776.74</td>\n",
       "      <td>43198.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>软件和信息技术服务业</th>\n",
       "      <td>50874.08</td>\n",
       "      <td>2772.99</td>\n",
       "      <td>9699.21</td>\n",
       "      <td>12472.19</td>\n",
       "      <td>0.00</td>\n",
       "      <td>12472.19</td>\n",
       "      <td>32868.66</td>\n",
       "      <td>0.00</td>\n",
       "      <td>32868.66</td>\n",
       "      <td>3074.50</td>\n",
       "      <td>48415.36</td>\n",
       "      <td>2765.15</td>\n",
       "      <td>96524.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金融</th>\n",
       "      <td>88794.67</td>\n",
       "      <td>4232.28</td>\n",
       "      <td>25766.61</td>\n",
       "      <td>29998.89</td>\n",
       "      <td>4510.25</td>\n",
       "      <td>34509.14</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>689.52</td>\n",
       "      <td>35198.65</td>\n",
       "      <td>1056.31</td>\n",
       "      <td>122937.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>房地产</th>\n",
       "      <td>48421.32</td>\n",
       "      <td>10679.99</td>\n",
       "      <td>44266.04</td>\n",
       "      <td>54946.03</td>\n",
       "      <td>0.00</td>\n",
       "      <td>54946.03</td>\n",
       "      <td>3296.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>3296.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>58242.03</td>\n",
       "      <td>0.00</td>\n",
       "      <td>106663.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>租赁和商务服务</th>\n",
       "      <td>89449.81</td>\n",
       "      <td>175.76</td>\n",
       "      <td>3406.31</td>\n",
       "      <td>3582.07</td>\n",
       "      <td>2215.56</td>\n",
       "      <td>5797.63</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>4052.53</td>\n",
       "      <td>9850.17</td>\n",
       "      <td>3043.72</td>\n",
       "      <td>96256.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>科学技术研究</th>\n",
       "      <td>42213.37</td>\n",
       "      <td>84.57</td>\n",
       "      <td>355.42</td>\n",
       "      <td>439.99</td>\n",
       "      <td>14631.98</td>\n",
       "      <td>15071.97</td>\n",
       "      <td>19655.86</td>\n",
       "      <td>0.00</td>\n",
       "      <td>19655.86</td>\n",
       "      <td>967.82</td>\n",
       "      <td>35695.65</td>\n",
       "      <td>2774.78</td>\n",
       "      <td>75134.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水利生态设施管理</th>\n",
       "      <td>3460.95</td>\n",
       "      <td>83.76</td>\n",
       "      <td>440.18</td>\n",
       "      <td>523.94</td>\n",
       "      <td>7570.57</td>\n",
       "      <td>8094.51</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>29.32</td>\n",
       "      <td>8123.83</td>\n",
       "      <td>268.38</td>\n",
       "      <td>11316.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>居民服务其他服务</th>\n",
       "      <td>14961.92</td>\n",
       "      <td>2553.26</td>\n",
       "      <td>12622.39</td>\n",
       "      <td>15175.65</td>\n",
       "      <td>0.00</td>\n",
       "      <td>15175.65</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>9.77</td>\n",
       "      <td>15185.42</td>\n",
       "      <td>113.57</td>\n",
       "      <td>30033.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>教育</th>\n",
       "      <td>2767.17</td>\n",
       "      <td>5114.80</td>\n",
       "      <td>18395.03</td>\n",
       "      <td>23509.83</td>\n",
       "      <td>26971.76</td>\n",
       "      <td>50481.58</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>50481.58</td>\n",
       "      <td>0.00</td>\n",
       "      <td>53248.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>卫生社会</th>\n",
       "      <td>1523.73</td>\n",
       "      <td>4248.60</td>\n",
       "      <td>12916.88</td>\n",
       "      <td>17165.48</td>\n",
       "      <td>32789.56</td>\n",
       "      <td>49955.04</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>15.70</td>\n",
       "      <td>49970.74</td>\n",
       "      <td>119.50</td>\n",
       "      <td>51374.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>文化体育娱乐</th>\n",
       "      <td>6393.75</td>\n",
       "      <td>694.96</td>\n",
       "      <td>4607.78</td>\n",
       "      <td>5302.74</td>\n",
       "      <td>4203.86</td>\n",
       "      <td>9506.60</td>\n",
       "      <td>523.46</td>\n",
       "      <td>0.00</td>\n",
       "      <td>523.46</td>\n",
       "      <td>284.54</td>\n",
       "      <td>10314.60</td>\n",
       "      <td>1124.00</td>\n",
       "      <td>15584.34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>公共管理和社会组织</th>\n",
       "      <td>3034.02</td>\n",
       "      <td>53.46</td>\n",
       "      <td>582.62</td>\n",
       "      <td>636.08</td>\n",
       "      <td>74489.11</td>\n",
       "      <td>75125.19</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>173.42</td>\n",
       "      <td>75298.62</td>\n",
       "      <td>246.15</td>\n",
       "      <td>78086.48</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               中间使用合计  农村居民消费支出  城镇居民消费支出    居民消费支出    政府消费支出    消费支出合计  \\\n",
       "农林牧渔         95485.47  10974.55  22105.50  33080.05   1963.96  35044.01   \n",
       "采矿业          84504.45     75.33     46.90    122.23      0.00    122.23   \n",
       "农副食品         41176.31   8684.35  24074.12  32758.47      0.00  32758.47   \n",
       "食品饮料         19133.62   6198.57  18889.60  25088.18      0.00  25088.18   \n",
       "烟草            7656.98    735.92   2268.95   3004.87      0.00   3004.87   \n",
       "纺织服装         47300.49   2301.37  10819.38  13120.75      0.00  13120.75   \n",
       "木材家具         18446.11    500.75   1764.63   2265.38      0.00   2265.38   \n",
       "造纸印刷         28534.25     59.84    276.19    336.03      0.00    336.03   \n",
       "文体工美          7117.65    552.25   2658.49   3210.74      0.00   3210.74   \n",
       "石油化工        122383.12    851.81   4808.38   5660.20      0.00   5660.20   \n",
       "医药制品         24463.78   1626.68   4759.60   6386.27      0.00   6386.27   \n",
       "化学纤维          7088.92      0.05      0.11      0.16      0.00      0.16   \n",
       "橡胶塑料         31341.09    161.86    480.21    642.08      0.00    642.08   \n",
       "非金属制品        70328.71    156.08    392.58    548.67      0.00    548.67   \n",
       "黑色金属冶炼压延     67787.78      0.00      0.00      0.00      0.00      0.00   \n",
       "有色金属冶炼压延     56233.48      0.00      0.00      0.00      0.00      0.00   \n",
       "金属制品         42576.77     66.55    421.50    488.05      0.00    488.05   \n",
       "通用设备         31438.36     37.64    122.84    160.48      0.00    160.48   \n",
       "专用设备         17341.74     59.56    372.07    431.63      0.00    431.63   \n",
       "汽车及零部件制造     38547.87   2145.44  12683.73  14829.16      0.00  14829.16   \n",
       "其他交通设备        6082.34    569.76    902.54   1472.30      0.00   1472.30   \n",
       "电气机械         47286.59   1087.90   2924.26   4012.16      0.00   4012.16   \n",
       "计算机通信设备      86751.40   1431.70   4878.39   6310.09      0.00   6310.09   \n",
       "其他制造业        25592.14    211.11    640.92    852.02      0.00    852.02   \n",
       "水电燃          70264.99   1611.09   9998.44  11609.53      0.00  11609.53   \n",
       "建筑业          14999.26      0.00      0.00      0.00      0.00      0.00   \n",
       "批发零售        100867.62   5145.75  16652.27  21798.02      0.00  21798.02   \n",
       "交通运输         92543.91   3060.74  10737.86  13798.60   4278.77  18077.37   \n",
       "餐饮住宿         27435.79   2663.22  15606.11  18269.33      0.00  18269.33   \n",
       "软件和信息技术服务业   50874.08   2772.99   9699.21  12472.19      0.00  12472.19   \n",
       "金融           88794.67   4232.28  25766.61  29998.89   4510.25  34509.14   \n",
       "房地产          48421.32  10679.99  44266.04  54946.03      0.00  54946.03   \n",
       "租赁和商务服务      89449.81    175.76   3406.31   3582.07   2215.56   5797.63   \n",
       "科学技术研究       42213.37     84.57    355.42    439.99  14631.98  15071.97   \n",
       "水利生态设施管理      3460.95     83.76    440.18    523.94   7570.57   8094.51   \n",
       "居民服务其他服务     14961.92   2553.26  12622.39  15175.65      0.00  15175.65   \n",
       "教育            2767.17   5114.80  18395.03  23509.83  26971.76  50481.58   \n",
       "卫生社会          1523.73   4248.60  12916.88  17165.48  32789.56  49955.04   \n",
       "文化体育娱乐        6393.75    694.96   4607.78   5302.74   4203.86   9506.60   \n",
       "公共管理和社会组织     3034.02     53.46    582.62    636.08  74489.11  75125.19   \n",
       "\n",
       "             固定资本形成总额     存货变动     资本形成总额        出口     最终使用合计        进口  \\\n",
       "农林牧渔          1757.73  5490.15    7247.88   1817.17   44109.06   6426.20   \n",
       "采矿业              0.00    46.22      46.22    467.92     636.37  29487.47   \n",
       "农副食品             0.00   609.34     609.34   2275.44   35643.26   5735.48   \n",
       "食品饮料             0.00   114.16     114.16   1281.92   26484.26   2233.94   \n",
       "烟草               0.00   129.06     129.06     25.98    3159.92    148.64   \n",
       "纺织服装             0.00  -357.11    -357.11  18680.11   31443.76   3005.55   \n",
       "木材家具          2159.58   167.41    2326.99   4476.53    9068.90    973.69   \n",
       "造纸印刷             0.00  -626.59    -626.59    930.91     640.35   1734.71   \n",
       "文体工美           428.11  -177.31     250.81   5676.55    9138.09    856.36   \n",
       "石油化工             0.00 -2321.20   -2321.20   7836.56   11175.56  14433.81   \n",
       "医药制品             0.00   -33.62     -33.62   2293.11    8645.76   3103.93   \n",
       "化学纤维             0.00   -15.11     -15.11    382.35     367.39    138.21   \n",
       "橡胶塑料             0.00  -190.58    -190.58   5712.06    6163.55   1685.49   \n",
       "非金属制品            0.00   214.07     214.07   3455.42    4218.16   1243.67   \n",
       "黑色金属冶炼压延         0.00   440.55     440.55   2776.79    3217.34   2654.12   \n",
       "有色金属冶炼压延         0.00   -95.79     -95.79   1796.57    1700.78   5467.26   \n",
       "金属制品          2516.29   950.94    3467.23   6234.86   10190.14    818.74   \n",
       "通用设备         17036.21   941.36   17977.57   9256.93   27394.98   5542.24   \n",
       "专用设备         20492.96   455.61   20948.57   5935.03   27315.23   5921.86   \n",
       "汽车及零部件制造     17641.64  1627.72   19269.36   3152.44   37250.96   5153.09   \n",
       "其他交通设备        6060.10    10.95    6071.05   2896.44   10439.80    920.75   \n",
       "电气机械          6381.37    75.27    6456.65  17054.85   27523.66   5043.62   \n",
       "计算机通信设备       9419.25   950.58   10369.83  41536.09   58216.01  35831.49   \n",
       "其他制造业         1485.32  -546.95     938.37   4063.38    5853.77   5311.48   \n",
       "水电燃              0.00   178.52     178.52    104.50   11892.55     12.32   \n",
       "建筑业         270717.63     0.00  270717.63    868.11  271585.74    554.50   \n",
       "批发零售          8492.11   834.56    9326.67  17859.15   48983.85      0.00   \n",
       "交通运输          3438.10   278.79    3716.89   9511.17   31305.43   3932.22   \n",
       "餐饮住宿             0.00     0.00       0.00    270.60   18539.92   2776.74   \n",
       "软件和信息技术服务业   32868.66     0.00   32868.66   3074.50   48415.36   2765.15   \n",
       "金融               0.00     0.00       0.00    689.52   35198.65   1056.31   \n",
       "房地产           3296.00     0.00    3296.00      0.00   58242.03      0.00   \n",
       "租赁和商务服务          0.00     0.00       0.00   4052.53    9850.17   3043.72   \n",
       "科学技术研究       19655.86     0.00   19655.86    967.82   35695.65   2774.78   \n",
       "水利生态设施管理         0.00     0.00       0.00     29.32    8123.83    268.38   \n",
       "居民服务其他服务         0.00     0.00       0.00      9.77   15185.42    113.57   \n",
       "教育               0.00     0.00       0.00      0.00   50481.58      0.00   \n",
       "卫生社会             0.00     0.00       0.00     15.70   49970.74    119.50   \n",
       "文化体育娱乐         523.46     0.00     523.46    284.54   10314.60   1124.00   \n",
       "公共管理和社会组织        0.00     0.00       0.00    173.42   75298.62    246.15   \n",
       "\n",
       "                  总产出  \n",
       "农林牧渔        133168.33  \n",
       "采矿业          55653.36  \n",
       "农副食品         71084.08  \n",
       "食品饮料         43383.94  \n",
       "烟草           10668.26  \n",
       "纺织服装         75738.69  \n",
       "木材家具         26541.32  \n",
       "造纸印刷         27439.89  \n",
       "文体工美         15399.38  \n",
       "石油化工        119124.88  \n",
       "医药制品         30005.61  \n",
       "化学纤维          7318.11  \n",
       "橡胶塑料         35819.16  \n",
       "非金属制品        73303.19  \n",
       "黑色金属冶炼压延     68350.99  \n",
       "有色金属冶炼压延     52467.00  \n",
       "金属制品         51948.17  \n",
       "通用设备         53291.10  \n",
       "专用设备         38735.11  \n",
       "汽车及零部件制造     70645.75  \n",
       "其他交通设备       15601.39  \n",
       "电气机械         69766.63  \n",
       "计算机通信设备     109135.93  \n",
       "其他制造业        26134.42  \n",
       "水电燃          82145.21  \n",
       "建筑业         286030.50  \n",
       "批发零售        149851.47  \n",
       "交通运输        119917.13  \n",
       "餐饮住宿         43198.98  \n",
       "软件和信息技术服务业   96524.28  \n",
       "金融          122937.02  \n",
       "房地产         106663.35  \n",
       "租赁和商务服务      96256.26  \n",
       "科学技术研究       75134.24  \n",
       "水利生态设施管理     11316.40  \n",
       "居民服务其他服务     30033.76  \n",
       "教育           53248.76  \n",
       "卫生社会         51374.96  \n",
       "文化体育娱乐       15584.34  \n",
       "公共管理和社会组织    78086.48  "
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 2020年q2数据\n",
    "mio.Y2020.q2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b74ff43",
   "metadata": {},
   "source": [
    "## 第二象限，第三象限快速索引"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "db5f6b54",
   "metadata": {},
   "source": [
    "mio."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "588b7c7d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'inter_use': '中间使用合计',\n",
       " 'rural_con': '农村居民消费支出',\n",
       " 'urban_con': '城镇居民消费支出',\n",
       " 'household_con': '居民消费支出',\n",
       " 'gov_con': '政府消费支出',\n",
       " 'total_con': '消费支出合计',\n",
       " 'gfcf': '固定资本形成总额',\n",
       " 'change_inv': '存货变动',\n",
       " 'gcf': '资本形成总额',\n",
       " 'exp': '出口',\n",
       " 'final_use': '最终使用合计',\n",
       " 'imp': '进口',\n",
       " 'total_output': '总产出'}"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mio.Y2020.q2_map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "b9890653",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'inter_input': '中间投入合计',\n",
       " 'wage': '劳动者报酬',\n",
       " 'tax': '生产税净额',\n",
       " 'asset_dep': '固定资产折旧',\n",
       " 'profit': '营业盈余',\n",
       " 'value_added': '增加值合计',\n",
       " 'total_input': '总投入'}"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mio.Y2020.q3_map"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "85878ca6",
   "metadata": {},
   "source": [
    "# 中间使用比较"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "769db2ee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "index",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "中间使用合计",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "88924ef6-3a05-48f5-947e-420d23850b6c",
       "rows": [
        [
         "农林牧渔",
         "95485.47"
        ],
        [
         "采矿业",
         "84504.45"
        ],
        [
         "农副食品",
         "41176.31"
        ],
        [
         "食品饮料",
         "19133.62"
        ],
        [
         "烟草",
         "7656.98"
        ],
        [
         "纺织服装",
         "47300.49"
        ],
        [
         "木材家具",
         "18446.11"
        ],
        [
         "造纸印刷",
         "28534.25"
        ],
        [
         "文体工美",
         "7117.65"
        ],
        [
         "石油化工",
         "122383.12"
        ],
        [
         "医药制品",
         "24463.78"
        ],
        [
         "化学纤维",
         "7088.92"
        ],
        [
         "橡胶塑料",
         "31341.09"
        ],
        [
         "非金属制品",
         "70328.71"
        ],
        [
         "黑色金属冶炼压延",
         "67787.78"
        ],
        [
         "有色金属冶炼压延",
         "56233.48"
        ],
        [
         "金属制品",
         "42576.77"
        ],
        [
         "通用设备",
         "31438.36"
        ],
        [
         "专用设备",
         "17341.74"
        ],
        [
         "汽车及零部件制造",
         "38547.87"
        ],
        [
         "其他交通设备",
         "6082.34"
        ],
        [
         "电气机械",
         "47286.59"
        ],
        [
         "计算机通信设备",
         "86751.4"
        ],
        [
         "其他制造业",
         "25592.14"
        ],
        [
         "水电燃",
         "70264.99"
        ],
        [
         "建筑业",
         "14999.26"
        ],
        [
         "批发零售",
         "100867.62"
        ],
        [
         "交通运输",
         "92543.91"
        ],
        [
         "餐饮住宿",
         "27435.79"
        ],
        [
         "软件和信息技术服务业",
         "50874.08"
        ],
        [
         "金融",
         "88794.67"
        ],
        [
         "房地产",
         "48421.32"
        ],
        [
         "租赁和商务服务",
         "89449.81"
        ],
        [
         "科学技术研究",
         "42213.37"
        ],
        [
         "水利生态设施管理",
         "3460.95"
        ],
        [
         "居民服务其他服务",
         "14961.92"
        ],
        [
         "教育",
         "2767.17"
        ],
        [
         "卫生社会",
         "1523.73"
        ],
        [
         "文化体育娱乐",
         "6393.75"
        ],
        [
         "公共管理和社会组织",
         "3034.02"
        ]
       ],
       "shape": {
        "columns": 1,
        "rows": 40
       }
      },
      "text/plain": [
       "农林牧渔           95485.47\n",
       "采矿业            84504.45\n",
       "农副食品           41176.31\n",
       "食品饮料           19133.62\n",
       "烟草              7656.98\n",
       "纺织服装           47300.49\n",
       "木材家具           18446.11\n",
       "造纸印刷           28534.25\n",
       "文体工美            7117.65\n",
       "石油化工          122383.12\n",
       "医药制品           24463.78\n",
       "化学纤维            7088.92\n",
       "橡胶塑料           31341.09\n",
       "非金属制品          70328.71\n",
       "黑色金属冶炼压延       67787.78\n",
       "有色金属冶炼压延       56233.48\n",
       "金属制品           42576.77\n",
       "通用设备           31438.36\n",
       "专用设备           17341.74\n",
       "汽车及零部件制造       38547.87\n",
       "其他交通设备          6082.34\n",
       "电气机械           47286.59\n",
       "计算机通信设备        86751.40\n",
       "其他制造业          25592.14\n",
       "水电燃            70264.99\n",
       "建筑业            14999.26\n",
       "批发零售          100867.62\n",
       "交通运输           92543.91\n",
       "餐饮住宿           27435.79\n",
       "软件和信息技术服务业     50874.08\n",
       "金融             88794.67\n",
       "房地产            48421.32\n",
       "租赁和商务服务        89449.81\n",
       "科学技术研究         42213.37\n",
       "水利生态设施管理        3460.95\n",
       "居民服务其他服务       14961.92\n",
       "教育              2767.17\n",
       "卫生社会            1523.73\n",
       "文化体育娱乐          6393.75\n",
       "公共管理和社会组织       3034.02\n",
       "Name: 中间使用合计, dtype: float64"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mio.Y2020.inter_use"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "f333eea0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "index",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "农村居民消费支出",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "9387e025-46ef-4299-ae86-b2d7cae06882",
       "rows": [
        [
         "农林牧渔",
         "10974.55"
        ],
        [
         "采矿业",
         "75.33"
        ],
        [
         "农副食品",
         "8684.35"
        ],
        [
         "食品饮料",
         "6198.57"
        ],
        [
         "烟草",
         "735.92"
        ],
        [
         "纺织服装",
         "2301.37"
        ],
        [
         "木材家具",
         "500.75"
        ],
        [
         "造纸印刷",
         "59.84"
        ],
        [
         "文体工美",
         "552.25"
        ],
        [
         "石油化工",
         "851.81"
        ],
        [
         "医药制品",
         "1626.68"
        ],
        [
         "化学纤维",
         "0.05"
        ],
        [
         "橡胶塑料",
         "161.86"
        ],
        [
         "非金属制品",
         "156.08"
        ],
        [
         "黑色金属冶炼压延",
         "0.0"
        ],
        [
         "有色金属冶炼压延",
         "0.0"
        ],
        [
         "金属制品",
         "66.55"
        ],
        [
         "通用设备",
         "37.64"
        ],
        [
         "专用设备",
         "59.56"
        ],
        [
         "汽车及零部件制造",
         "2145.44"
        ],
        [
         "其他交通设备",
         "569.76"
        ],
        [
         "电气机械",
         "1087.9"
        ],
        [
         "计算机通信设备",
         "1431.7"
        ],
        [
         "其他制造业",
         "211.11"
        ],
        [
         "水电燃",
         "1611.09"
        ],
        [
         "建筑业",
         "0.0"
        ],
        [
         "批发零售",
         "5145.75"
        ],
        [
         "交通运输",
         "3060.74"
        ],
        [
         "餐饮住宿",
         "2663.22"
        ],
        [
         "软件和信息技术服务业",
         "2772.99"
        ],
        [
         "金融",
         "4232.28"
        ],
        [
         "房地产",
         "10679.99"
        ],
        [
         "租赁和商务服务",
         "175.76"
        ],
        [
         "科学技术研究",
         "84.57"
        ],
        [
         "水利生态设施管理",
         "83.76"
        ],
        [
         "居民服务其他服务",
         "2553.26"
        ],
        [
         "教育",
         "5114.8"
        ],
        [
         "卫生社会",
         "4248.6"
        ],
        [
         "文化体育娱乐",
         "694.96"
        ],
        [
         "公共管理和社会组织",
         "53.46"
        ]
       ],
       "shape": {
        "columns": 1,
        "rows": 40
       }
      },
      "text/plain": [
       "农林牧渔          10974.55\n",
       "采矿业              75.33\n",
       "农副食品           8684.35\n",
       "食品饮料           6198.57\n",
       "烟草              735.92\n",
       "纺织服装           2301.37\n",
       "木材家具            500.75\n",
       "造纸印刷             59.84\n",
       "文体工美            552.25\n",
       "石油化工            851.81\n",
       "医药制品           1626.68\n",
       "化学纤维              0.05\n",
       "橡胶塑料            161.86\n",
       "非金属制品           156.08\n",
       "黑色金属冶炼压延          0.00\n",
       "有色金属冶炼压延          0.00\n",
       "金属制品             66.55\n",
       "通用设备             37.64\n",
       "专用设备             59.56\n",
       "汽车及零部件制造       2145.44\n",
       "其他交通设备          569.76\n",
       "电气机械           1087.90\n",
       "计算机通信设备        1431.70\n",
       "其他制造业           211.11\n",
       "水电燃            1611.09\n",
       "建筑业               0.00\n",
       "批发零售           5145.75\n",
       "交通运输           3060.74\n",
       "餐饮住宿           2663.22\n",
       "软件和信息技术服务业     2772.99\n",
       "金融             4232.28\n",
       "房地产           10679.99\n",
       "租赁和商务服务         175.76\n",
       "科学技术研究           84.57\n",
       "水利生态设施管理         83.76\n",
       "居民服务其他服务       2553.26\n",
       "教育             5114.80\n",
       "卫生社会           4248.60\n",
       "文化体育娱乐          694.96\n",
       "公共管理和社会组织        53.46\n",
       "Name: 农村居民消费支出, dtype: float64"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 农村居民消费与农村居民占居民消费的比例\n",
    "mio.Y2020.rural_con"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "a7d72ae4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "variable=0<br>index=%{x}<br>value=%{y}<extra></extra>",
         "legendgroup": "0",
         "marker": {
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          "title": {
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          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
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           "zerolinecolor": "white",
           "zerolinewidth": 2
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          "yaxis": {
           "automargin": true,
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        "xaxis": {
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   ],
   "source": [
    "ratio_urban_to_household_con = mio.Y2020.urban_con / mio.Y2020.household_con\n",
    "px.bar(ratio_urban_to_household_con.dropna())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "46983cd4",
   "metadata": {},
   "source": [
    "# 多年对比"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80691b9b",
   "metadata": {},
   "source": [
    "### 收入法GDP，第三象限数据对比"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "787ce3d0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'inter_input': '中间投入合计',\n",
       " 'wage': '劳动者报酬',\n",
       " 'tax': '生产税净额',\n",
       " 'asset_dep': '固定资产折旧',\n",
       " 'profit': '营业盈余',\n",
       " 'value_added': '增加值合计',\n",
       " 'total_input': '总投入'}"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mio.Y2020.q3_map"
   ]
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           "yaxis": {
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            "gridwidth": 2,
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            "showbackground": true,
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           "zaxis": {
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            "gridwidth": 2,
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            "ticks": ""
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           "bgcolor": "#E5ECF6",
           "caxis": {
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            "linecolor": "white",
            "ticks": ""
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          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
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           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
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           "zerolinewidth": 2
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         }
        },
        "xaxis": {
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      }
     },
     "metadata": {},
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   ],
   "source": [
    "# 比较工资占增加值的比例\n",
    "wage_ratio_of_value_added = mio.plot_multi_year_items_ratio('wage', 'value_added')\n",
    "wage_ratio_of_value_added.write_html(\"../wage_ratio_of_value_added_2002_2020.html\")\n",
    "wage_ratio_of_value_added"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "d6a95a7e",
   "metadata": {},
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    "wage_ratio_of_total_input.write_html(\"../wage_ratio_of_total_input_2002_2020.html\")\n",
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     },
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   ],
   "source": [
    "# 比较税占增加值的比例\n",
    "tax_ratio_of_value_added = mio.plot_multi_year_items_ratio('tax', 'value_added')\n",
    "tax_ratio_of_value_added.write_html(\"../tax_ratio_of_value_added_2002_2020.html\")\n",
    "tax_ratio_of_value_added"
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  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "93da693c",
   "metadata": {},
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   "source": [
    "# 比较营业盈余占增加值的比例\n",
    "profit_ratio_of_value_added = mio.plot_multi_year_items_ratio('profit', 'value_added')\n",
    "profit_ratio_of_value_added.write_html(\"../profit_ratio_of_value_added_2002_2020.html\")\n",
    "profit_ratio_of_value_added"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "e4ec99e4",
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            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
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           "bgcolor": "#E5ECF6",
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          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
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        "xaxis": {
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   ],
   "source": [
    "# 比较折旧占增加值的比例\n",
    "asset_dep_ratio_of_value_added = mio.plot_multi_year_items_ratio('asset_dep', 'value_added')\n",
    "asset_dep_ratio_of_value_added.write_html(\"../asset_dep_ratio_of_value_added_2002_2020.html\")\n",
    "asset_dep_ratio_of_value_added\n"
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  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "3d15a903",
   "metadata": {},
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   ],
   "source": [
    "# 中间投入占总投入的比例\n",
    "inter_input_ratio_of_total_input = mio.plot_multi_year_items_ratio('inter_input', 'total_input')\n",
    "inter_input_ratio_of_total_input.write_html(\"../inter_input_ratio_of_total_input_2002_2020.html\")\n",
    "inter_input_ratio_of_total_input"
   ]
  },
  {
   "cell_type": "code",
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   "id": "096c14e1",
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           "bgcolor": "#E5ECF6",
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            "linecolor": "white",
            "ticks": ""
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          },
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          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
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        "xaxis": {
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        "yaxis": {
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   "source": [
    "# 增加值占总投入的比例\n",
    "value_added_ratio_of_total_input = mio.plot_multi_year_items_ratio('value_added', 'total_input')\n",
    "value_added_ratio_of_total_input.write_html(\"../value_added_ratio_of_total_input_2002_2020.html\")\n",
    "value_added_ratio_of_total_input\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "1c54da42",
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         "939.04",
         "52.73",
         "51.03",
         "19.0",
         "4.39",
         "3.01",
         "19.82",
         "33.36",
         "4.46",
         "4.85",
         "76.94",
         "28.29",
         "11.47",
         "13.42",
         "9.67",
         "23.97",
         "16.73",
         "39.75",
         "7.62",
         "907.05",
         "79.95",
         "17.29",
         "16.93",
         "3.42",
         "15.32",
         "16.87",
         "6.57",
         "7.3",
         "7.8",
         "127.57",
         "104.56",
         "20.84",
         "15.79",
         "192.48"
        ],
        [
         "造纸印刷",
         "41.46",
         "21.3",
         "30.65",
         "229.96",
         "43.53",
         "149.24",
         "54.09",
         "1533.82",
         "85.32",
         "108.21",
         "80.26",
         "18.03",
         "79.24",
         "174.68",
         "6.83",
         "10.71",
         "46.54",
         "50.33",
         "24.83",
         "13.52",
         "11.16",
         "173.04",
         "103.04",
         "119.37",
         "19.84",
         "22.92",
         "592.9",
         "89.29",
         "16.26",
         "164.25",
         "106.8",
         "4.98",
         "367.21",
         "22.52",
         "7.31",
         "120.99",
         "297.09",
         "17.63",
         "194.18",
         "389.38"
        ],
        [
         "文体工美",
         "8.17",
         "3.93",
         "1.31",
         "0.56",
         "0.05",
         "1.94",
         "0.73",
         "0.77",
         "38.55",
         "6.27",
         "1.17",
         "0.22",
         "0.63",
         "1.79",
         "1.13",
         "0.92",
         "0.45",
         "1.02",
         "0.64",
         "0.25",
         "0.52",
         "2.33",
         "4.25",
         "1.73",
         "0.58",
         "2.88",
         "21.88",
         "18.37",
         "7.02",
         "1.87",
         "32.59",
         "10.0",
         "10.57",
         "4.37",
         "3.27",
         "12.21",
         "24.43",
         "4.38",
         "10.65",
         "25.7"
        ],
        [
         "石油化工",
         "1922.06",
         "471.41",
         "53.28",
         "153.73",
         "6.4",
         "602.88",
         "312.58",
         "433.21",
         "74.42",
         "4002.48",
         "202.37",
         "356.02",
         "2010.55",
         "448.22",
         "563.47",
         "162.22",
         "181.55",
         "176.66",
         "106.23",
         "155.02",
         "68.26",
         "323.35",
         "274.51",
         "204.71",
         "418.1",
         "1455.45",
         "336.11",
         "1819.73",
         "69.07",
         "12.72",
         "55.77",
         "25.33",
         "40.04",
         "34.9",
         "85.71",
         "292.13",
         "76.61",
         "49.92",
         "50.85",
         "147.36"
        ],
        [
         "医药制品",
         "57.11",
         "2.05",
         "13.36",
         "1.63",
         "0.0",
         "1.33",
         "0.01",
         "0.03",
         "0.0",
         "4.42",
         "499.0",
         "0.03",
         "0.1",
         "0.07",
         "0.15",
         "0.05",
         "0.02",
         "0.13",
         "1.47",
         "0.09",
         "0.0",
         "0.02",
         "0.01",
         "0.06",
         "0.03",
         "10.23",
         "23.29",
         "2.02",
         "2.84",
         "2.07",
         "1.28",
         "0.13",
         "0.52",
         "7.39",
         "1.78",
         "13.13",
         "19.87",
         "1203.43",
         "0.95",
         "0.5"
        ],
        [
         "化学纤维",
         "20.16",
         "0.0",
         "0.0",
         "0.94",
         "23.22",
         "581.01",
         "7.22",
         "5.85",
         "47.28",
         "24.78",
         "1.21",
         "244.13",
         "59.37",
         "12.05",
         "0.0",
         "0.0",
         "1.02",
         "11.86",
         "0.88",
         "5.0",
         "1.56",
         "25.19",
         "9.81",
         "24.2",
         "0.0",
         "92.84",
         "0.0",
         "0.9",
         "0.0",
         "0.0",
         "0.0",
         "0.06",
         "0.0",
         "0.15",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.03",
         "0.0"
        ],
        [
         "橡胶塑料",
         "206.15",
         "145.74",
         "79.67",
         "170.96",
         "2.98",
         "225.48",
         "54.1",
         "114.44",
         "124.94",
         "399.8",
         "41.81",
         "21.58",
         "1309.35",
         "95.57",
         "32.64",
         "14.59",
         "63.46",
         "371.11",
         "94.68",
         "309.16",
         "84.03",
         "550.43",
         "477.32",
         "150.95",
         "31.15",
         "208.14",
         "211.31",
         "107.06",
         "19.58",
         "18.44",
         "1.37",
         "7.16",
         "4.98",
         "10.92",
         "19.22",
         "14.38",
         "7.2",
         "26.92",
         "2.85",
         "7.19"
        ],
        [
         "非金属制品",
         "90.1",
         "71.77",
         "6.34",
         "76.11",
         "0.49",
         "32.74",
         "21.74",
         "11.73",
         "7.15",
         "68.61",
         "34.79",
         "1.71",
         "30.87",
         "469.33",
         "250.94",
         "25.88",
         "58.7",
         "43.96",
         "20.21",
         "45.51",
         "10.02",
         "95.57",
         "327.01",
         "71.54",
         "18.92",
         "3057.76",
         "21.2",
         "25.7",
         "18.66",
         "1.34",
         "8.52",
         "87.19",
         "3.28",
         "20.6",
         "16.85",
         "17.52",
         "35.08",
         "10.81",
         "8.03",
         "22.92"
        ],
        [
         "黑色金属冶炼压延",
         "30.4",
         "236.58",
         "3.57",
         "10.1",
         "0.36",
         "21.84",
         "57.86",
         "5.7",
         "35.79",
         "63.8",
         "3.69",
         "1.22",
         "50.23",
         "136.87",
         "3086.95",
         "60.17",
         "1558.27",
         "1107.55",
         "847.22",
         "603.21",
         "266.71",
         "391.57",
         "72.58",
         "116.81",
         "18.44",
         "2937.76",
         "9.82",
         "50.7",
         "0.46",
         "0.54",
         "0.0",
         "13.45",
         "2.42",
         "12.11",
         "8.45",
         "3.96",
         "7.76",
         "0.81",
         "1.45",
         "0.0"
        ],
        [
         "有色金属冶炼压延",
         "2.02",
         "32.16",
         "0.94",
         "10.72",
         "0.19",
         "2.36",
         "12.48",
         "17.84",
         "12.18",
         "62.7",
         "4.34",
         "0.34",
         "26.12",
         "12.74",
         "204.96",
         "1292.19",
         "472.27",
         "164.95",
         "158.29",
         "123.0",
         "31.8",
         "1015.18",
         "163.58",
         "119.17",
         "4.08",
         "309.65",
         "0.0",
         "1.6",
         "0.44",
         "0.01",
         "0.0",
         "7.28",
         "0.78",
         "4.3",
         "0.82",
         "9.19",
         "0.94",
         "0.01",
         "0.09",
         "0.0"
        ],
        [
         "金属制品",
         "83.85",
         "143.96",
         "14.44",
         "85.16",
         "1.32",
         "42.6",
         "80.0",
         "35.88",
         "57.6",
         "105.09",
         "13.64",
         "2.42",
         "65.02",
         "153.0",
         "112.96",
         "32.0",
         "687.66",
         "278.33",
         "185.16",
         "78.67",
         "82.65",
         "297.21",
         "257.91",
         "155.86",
         "56.01",
         "1443.86",
         "51.53",
         "30.53",
         "15.01",
         "52.87",
         "14.68",
         "21.63",
         "94.13",
         "37.26",
         "9.17",
         "12.83",
         "20.1",
         "8.79",
         "2.97",
         "64.68"
        ],
        [
         "通用设备",
         "19.62",
         "191.98",
         "12.2",
         "23.14",
         "1.38",
         "60.45",
         "30.12",
         "43.04",
         "17.52",
         "158.23",
         "10.51",
         "3.68",
         "45.23",
         "149.68",
         "242.86",
         "37.9",
         "84.7",
         "1444.14",
         "530.38",
         "319.36",
         "466.77",
         "297.03",
         "151.23",
         "53.92",
         "273.77",
         "831.13",
         "33.47",
         "339.55",
         "10.73",
         "76.27",
         "44.44",
         "46.3",
         "104.14",
         "53.54",
         "35.42",
         "7.66",
         "45.95",
         "25.09",
         "6.47",
         "7.12"
        ],
        [
         "专用设备",
         "204.92",
         "165.89",
         "3.19",
         "9.56",
         "1.81",
         "111.34",
         "9.36",
         "19.7",
         "3.27",
         "70.54",
         "7.96",
         "6.65",
         "21.82",
         "52.37",
         "104.31",
         "13.85",
         "18.24",
         "33.92",
         "337.95",
         "12.71",
         "30.34",
         "22.71",
         "11.43",
         "12.13",
         "39.71",
         "426.75",
         "238.72",
         "19.58",
         "2.09",
         "5.11",
         "18.05",
         "6.4",
         "1.93",
         "10.94",
         "2.62",
         "8.2",
         "4.25",
         "108.61",
         "0.9",
         "7.07"
        ],
        [
         "汽车及零部件制造",
         "29.25",
         "109.0",
         "15.79",
         "20.64",
         "1.1",
         "27.22",
         "17.18",
         "36.45",
         "4.08",
         "47.66",
         "1.75",
         "2.33",
         "22.22",
         "13.39",
         "86.03",
         "9.59",
         "19.77",
         "71.71",
         "56.71",
         "2335.69",
         "16.51",
         "25.52",
         "22.45",
         "12.12",
         "67.81",
         "97.65",
         "501.66",
         "394.93",
         "4.99",
         "123.8",
         "47.53",
         "62.19",
         "147.73",
         "19.06",
         "99.15",
         "47.23",
         "35.41",
         "3.77",
         "17.5",
         "166.71"
        ],
        [
         "其他交通设备",
         "96.27",
         "11.68",
         "0.25",
         "0.17",
         "0.32",
         "0.74",
         "1.05",
         "0.98",
         "7.86",
         "0.97",
         "0.12",
         "0.07",
         "2.95",
         "1.28",
         "10.4",
         "3.61",
         "5.48",
         "16.02",
         "9.66",
         "7.25",
         "397.6",
         "10.63",
         "14.75",
         "3.94",
         "7.65",
         "5.86",
         "22.45",
         "566.72",
         "0.76",
         "0.23",
         "3.98",
         "0.16",
         "1.09",
         "5.08",
         "7.24",
         "5.37",
         "6.61",
         "0.58",
         "5.38",
         "6.19"
        ],
        [
         "电气机械",
         "25.1",
         "155.32",
         "5.72",
         "10.75",
         "1.26",
         "41.9",
         "14.5",
         "21.33",
         "11.89",
         "82.62",
         "7.75",
         "4.81",
         "26.42",
         "37.02",
         "70.64",
         "17.1",
         "33.34",
         "352.8",
         "184.49",
         "113.68",
         "101.78",
         "690.04",
         "864.74",
         "107.84",
         "241.03",
         "832.98",
         "245.55",
         "51.37",
         "41.77",
         "376.4",
         "17.94",
         "61.78",
         "179.18",
         "49.82",
         "10.06",
         "15.4",
         "30.82",
         "8.51",
         "7.63",
         "16.11"
        ],
        [
         "计算机通信设备",
         "10.67",
         "31.92",
         "4.16",
         "5.55",
         "0.36",
         "32.51",
         "6.3",
         "13.48",
         "57.83",
         "45.16",
         "9.33",
         "2.89",
         "24.9",
         "23.16",
         "12.79",
         "7.12",
         "14.36",
         "139.1",
         "124.85",
         "22.35",
         "35.07",
         "231.72",
         "5880.99",
         "334.1",
         "39.3",
         "78.78",
         "299.54",
         "49.84",
         "5.2",
         "597.95",
         "80.86",
         "5.21",
         "754.34",
         "137.15",
         "4.6",
         "81.78",
         "43.9",
         "8.38",
         "13.89",
         "39.64"
        ],
        [
         "其他制造业",
         "46.67",
         "100.95",
         "9.96",
         "21.44",
         "1.63",
         "68.3",
         "23.32",
         "158.68",
         "14.01",
         "91.56",
         "15.7",
         "7.15",
         "48.24",
         "62.9",
         "471.29",
         "197.91",
         "42.28",
         "133.27",
         "31.84",
         "42.4",
         "29.27",
         "75.85",
         "66.43",
         "237.3",
         "131.88",
         "464.98",
         "45.35",
         "41.55",
         "20.19",
         "139.85",
         "58.38",
         "3.83",
         "22.93",
         "39.99",
         "13.78",
         "130.81",
         "70.42",
         "31.23",
         "11.07",
         "43.14"
        ],
        [
         "水电燃",
         "331.89",
         "673.5",
         "73.79",
         "88.69",
         "3.65",
         "261.16",
         "96.42",
         "140.38",
         "20.96",
         "900.36",
         "68.9",
         "35.95",
         "182.94",
         "365.1",
         "600.94",
         "240.25",
         "242.26",
         "193.78",
         "114.47",
         "95.14",
         "41.34",
         "105.94",
         "127.14",
         "57.91",
         "449.85",
         "419.95",
         "322.84",
         "225.96",
         "190.8",
         "140.93",
         "80.96",
         "52.69",
         "55.38",
         "36.28",
         "34.07",
         "68.93",
         "245.61",
         "65.04",
         "24.59",
         "134.86"
        ],
        [
         "建筑业",
         "49.71",
         "14.06",
         "1.38",
         "2.36",
         "0.19",
         "6.64",
         "1.3",
         "2.39",
         "0.45",
         "8.51",
         "1.61",
         "0.54",
         "3.27",
         "4.87",
         "6.42",
         "2.81",
         "1.82",
         "4.46",
         "2.31",
         "6.52",
         "1.76",
         "3.13",
         "2.8",
         "6.78",
         "7.98",
         "33.86",
         "118.37",
         "196.19",
         "112.12",
         "53.21",
         "111.5",
         "297.69",
         "24.13",
         "49.54",
         "43.73",
         "82.63",
         "320.99",
         "76.22",
         "20.68",
         "156.56"
        ],
        [
         "批发零售",
         "744.29",
         "233.75",
         "391.63",
         "284.03",
         "46.68",
         "745.3",
         "201.3",
         "323.3",
         "64.23",
         "603.46",
         "111.76",
         "43.54",
         "240.4",
         "273.11",
         "438.67",
         "172.15",
         "203.45",
         "295.12",
         "171.27",
         "265.07",
         "100.42",
         "295.96",
         "519.63",
         "184.95",
         "341.34",
         "1240.63",
         "357.56",
         "281.56",
         "385.96",
         "178.38",
         "56.2",
         "39.76",
         "183.74",
         "53.06",
         "29.75",
         "151.66",
         "132.05",
         "136.99",
         "68.74",
         "168.75"
        ],
        [
         "交通运输",
         "615.22",
         "381.77",
         "142.09",
         "238.89",
         "8.89",
         "333.54",
         "183.58",
         "208.32",
         "38.3",
         "680.19",
         "81.03",
         "26.49",
         "200.57",
         "338.65",
         "535.33",
         "119.78",
         "216.23",
         "259.69",
         "161.21",
         "169.34",
         "52.36",
         "210.85",
         "234.2",
         "103.41",
         "346.89",
         "1275.98",
         "554.28",
         "1628.61",
         "113.52",
         "54.52",
         "206.7",
         "68.57",
         "240.74",
         "77.23",
         "24.9",
         "82.95",
         "190.91",
         "47.39",
         "68.66",
         "398.7"
        ],
        [
         "餐饮住宿",
         "51.51",
         "83.75",
         "19.18",
         "30.83",
         "2.78",
         "107.26",
         "23.91",
         "60.94",
         "9.3",
         "62.16",
         "25.9",
         "2.86",
         "30.21",
         "54.62",
         "21.85",
         "14.12",
         "51.69",
         "89.81",
         "40.68",
         "23.13",
         "9.5",
         "78.58",
         "36.09",
         "26.2",
         "29.93",
         "163.09",
         "479.93",
         "143.75",
         "71.46",
         "37.41",
         "227.43",
         "105.77",
         "186.67",
         "87.93",
         "20.0",
         "56.97",
         "136.53",
         "31.82",
         "36.8",
         "599.83"
        ],
        [
         "软件和信息技术服务业",
         "44.18",
         "109.21",
         "12.2",
         "49.2",
         "0.86",
         "128.35",
         "36.95",
         "19.12",
         "8.79",
         "102.51",
         "30.28",
         "1.66",
         "45.54",
         "52.9",
         "43.97",
         "53.16",
         "133.94",
         "90.62",
         "71.27",
         "71.25",
         "35.44",
         "116.23",
         "84.78",
         "44.93",
         "53.76",
         "1115.94",
         "366.45",
         "134.88",
         "57.67",
         "108.64",
         "321.09",
         "41.76",
         "71.87",
         "37.71",
         "15.21",
         "37.26",
         "89.56",
         "31.81",
         "66.59",
         "305.94"
        ],
        [
         "金融",
         "451.39",
         "161.28",
         "51.45",
         "55.55",
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       "      <th>农林牧渔</th>\n",
       "      <th>采矿业</th>\n",
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       "      <td>1022.53</td>\n",
       "      <td>66.52</td>\n",
       "      <td>1492.95</td>\n",
       "      <td>423.65</td>\n",
       "      <td>175.17</td>\n",
       "      <td>8.92</td>\n",
       "      <td>92.96</td>\n",
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       "      <td>1.17</td>\n",
       "      <td>9.44</td>\n",
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       "      <td>31.10</td>\n",
       "      <td>36.69</td>\n",
       "      <td>11.55</td>\n",
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       "      <td>43.72</td>\n",
       "      <td>1.03</td>\n",
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       "      <td>3.03</td>\n",
       "      <td>28.64</td>\n",
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       "      <th>农副食品</th>\n",
       "      <td>1563.81</td>\n",
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       "      <td>557.28</td>\n",
       "      <td>717.40</td>\n",
       "      <td>0.00</td>\n",
       "      <td>242.72</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.33</td>\n",
       "      <td>0.00</td>\n",
       "      <td>61.51</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2.14</td>\n",
       "      <td>1.04</td>\n",
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       "      <td>104.56</td>\n",
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       "      <td>1203.43</td>\n",
       "      <td>0.95</td>\n",
       "      <td>0.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>化学纤维</th>\n",
       "      <td>20.16</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.94</td>\n",
       "      <td>23.22</td>\n",
       "      <td>581.01</td>\n",
       "      <td>7.22</td>\n",
       "      <td>5.85</td>\n",
       "      <td>47.28</td>\n",
       "      <td>24.78</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>橡胶塑料</th>\n",
       "      <td>206.15</td>\n",
       "      <td>145.74</td>\n",
       "      <td>79.67</td>\n",
       "      <td>170.96</td>\n",
       "      <td>2.98</td>\n",
       "      <td>225.48</td>\n",
       "      <td>54.10</td>\n",
       "      <td>114.44</td>\n",
       "      <td>124.94</td>\n",
       "      <td>399.80</td>\n",
       "      <td>...</td>\n",
       "      <td>1.37</td>\n",
       "      <td>7.16</td>\n",
       "      <td>4.98</td>\n",
       "      <td>10.92</td>\n",
       "      <td>19.22</td>\n",
       "      <td>14.38</td>\n",
       "      <td>7.20</td>\n",
       "      <td>26.92</td>\n",
       "      <td>2.85</td>\n",
       "      <td>7.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>非金属制品</th>\n",
       "      <td>90.10</td>\n",
       "      <td>71.77</td>\n",
       "      <td>6.34</td>\n",
       "      <td>76.11</td>\n",
       "      <td>0.49</td>\n",
       "      <td>32.74</td>\n",
       "      <td>21.74</td>\n",
       "      <td>11.73</td>\n",
       "      <td>7.15</td>\n",
       "      <td>68.61</td>\n",
       "      <td>...</td>\n",
       "      <td>8.52</td>\n",
       "      <td>87.19</td>\n",
       "      <td>3.28</td>\n",
       "      <td>20.60</td>\n",
       "      <td>16.85</td>\n",
       "      <td>17.52</td>\n",
       "      <td>35.08</td>\n",
       "      <td>10.81</td>\n",
       "      <td>8.03</td>\n",
       "      <td>22.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>黑色金属冶炼压延</th>\n",
       "      <td>30.40</td>\n",
       "      <td>236.58</td>\n",
       "      <td>3.57</td>\n",
       "      <td>10.10</td>\n",
       "      <td>0.36</td>\n",
       "      <td>21.84</td>\n",
       "      <td>57.86</td>\n",
       "      <td>5.70</td>\n",
       "      <td>35.79</td>\n",
       "      <td>63.80</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>13.45</td>\n",
       "      <td>2.42</td>\n",
       "      <td>12.11</td>\n",
       "      <td>8.45</td>\n",
       "      <td>3.96</td>\n",
       "      <td>7.76</td>\n",
       "      <td>0.81</td>\n",
       "      <td>1.45</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>有色金属冶炼压延</th>\n",
       "      <td>2.02</td>\n",
       "      <td>32.16</td>\n",
       "      <td>0.94</td>\n",
       "      <td>10.72</td>\n",
       "      <td>0.19</td>\n",
       "      <td>2.36</td>\n",
       "      <td>12.48</td>\n",
       "      <td>17.84</td>\n",
       "      <td>12.18</td>\n",
       "      <td>62.70</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>7.28</td>\n",
       "      <td>0.78</td>\n",
       "      <td>4.30</td>\n",
       "      <td>0.82</td>\n",
       "      <td>9.19</td>\n",
       "      <td>0.94</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金属制品</th>\n",
       "      <td>83.85</td>\n",
       "      <td>143.96</td>\n",
       "      <td>14.44</td>\n",
       "      <td>85.16</td>\n",
       "      <td>1.32</td>\n",
       "      <td>42.60</td>\n",
       "      <td>80.00</td>\n",
       "      <td>35.88</td>\n",
       "      <td>57.60</td>\n",
       "      <td>105.09</td>\n",
       "      <td>...</td>\n",
       "      <td>14.68</td>\n",
       "      <td>21.63</td>\n",
       "      <td>94.13</td>\n",
       "      <td>37.26</td>\n",
       "      <td>9.17</td>\n",
       "      <td>12.83</td>\n",
       "      <td>20.10</td>\n",
       "      <td>8.79</td>\n",
       "      <td>2.97</td>\n",
       "      <td>64.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>通用设备</th>\n",
       "      <td>19.62</td>\n",
       "      <td>191.98</td>\n",
       "      <td>12.20</td>\n",
       "      <td>23.14</td>\n",
       "      <td>1.38</td>\n",
       "      <td>60.45</td>\n",
       "      <td>30.12</td>\n",
       "      <td>43.04</td>\n",
       "      <td>17.52</td>\n",
       "      <td>158.23</td>\n",
       "      <td>...</td>\n",
       "      <td>44.44</td>\n",
       "      <td>46.30</td>\n",
       "      <td>104.14</td>\n",
       "      <td>53.54</td>\n",
       "      <td>35.42</td>\n",
       "      <td>7.66</td>\n",
       "      <td>45.95</td>\n",
       "      <td>25.09</td>\n",
       "      <td>6.47</td>\n",
       "      <td>7.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>专用设备</th>\n",
       "      <td>204.92</td>\n",
       "      <td>165.89</td>\n",
       "      <td>3.19</td>\n",
       "      <td>9.56</td>\n",
       "      <td>1.81</td>\n",
       "      <td>111.34</td>\n",
       "      <td>9.36</td>\n",
       "      <td>19.70</td>\n",
       "      <td>3.27</td>\n",
       "      <td>70.54</td>\n",
       "      <td>...</td>\n",
       "      <td>18.05</td>\n",
       "      <td>6.40</td>\n",
       "      <td>1.93</td>\n",
       "      <td>10.94</td>\n",
       "      <td>2.62</td>\n",
       "      <td>8.20</td>\n",
       "      <td>4.25</td>\n",
       "      <td>108.61</td>\n",
       "      <td>0.90</td>\n",
       "      <td>7.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>汽车及零部件制造</th>\n",
       "      <td>29.25</td>\n",
       "      <td>109.00</td>\n",
       "      <td>15.79</td>\n",
       "      <td>20.64</td>\n",
       "      <td>1.10</td>\n",
       "      <td>27.22</td>\n",
       "      <td>17.18</td>\n",
       "      <td>36.45</td>\n",
       "      <td>4.08</td>\n",
       "      <td>47.66</td>\n",
       "      <td>...</td>\n",
       "      <td>47.53</td>\n",
       "      <td>62.19</td>\n",
       "      <td>147.73</td>\n",
       "      <td>19.06</td>\n",
       "      <td>99.15</td>\n",
       "      <td>47.23</td>\n",
       "      <td>35.41</td>\n",
       "      <td>3.77</td>\n",
       "      <td>17.50</td>\n",
       "      <td>166.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他交通设备</th>\n",
       "      <td>96.27</td>\n",
       "      <td>11.68</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.32</td>\n",
       "      <td>0.74</td>\n",
       "      <td>1.05</td>\n",
       "      <td>0.98</td>\n",
       "      <td>7.86</td>\n",
       "      <td>0.97</td>\n",
       "      <td>...</td>\n",
       "      <td>3.98</td>\n",
       "      <td>0.16</td>\n",
       "      <td>1.09</td>\n",
       "      <td>5.08</td>\n",
       "      <td>7.24</td>\n",
       "      <td>5.37</td>\n",
       "      <td>6.61</td>\n",
       "      <td>0.58</td>\n",
       "      <td>5.38</td>\n",
       "      <td>6.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>电气机械</th>\n",
       "      <td>25.10</td>\n",
       "      <td>155.32</td>\n",
       "      <td>5.72</td>\n",
       "      <td>10.75</td>\n",
       "      <td>1.26</td>\n",
       "      <td>41.90</td>\n",
       "      <td>14.50</td>\n",
       "      <td>21.33</td>\n",
       "      <td>11.89</td>\n",
       "      <td>82.62</td>\n",
       "      <td>...</td>\n",
       "      <td>17.94</td>\n",
       "      <td>61.78</td>\n",
       "      <td>179.18</td>\n",
       "      <td>49.82</td>\n",
       "      <td>10.06</td>\n",
       "      <td>15.40</td>\n",
       "      <td>30.82</td>\n",
       "      <td>8.51</td>\n",
       "      <td>7.63</td>\n",
       "      <td>16.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>计算机通信设备</th>\n",
       "      <td>10.67</td>\n",
       "      <td>31.92</td>\n",
       "      <td>4.16</td>\n",
       "      <td>5.55</td>\n",
       "      <td>0.36</td>\n",
       "      <td>32.51</td>\n",
       "      <td>6.30</td>\n",
       "      <td>13.48</td>\n",
       "      <td>57.83</td>\n",
       "      <td>45.16</td>\n",
       "      <td>...</td>\n",
       "      <td>80.86</td>\n",
       "      <td>5.21</td>\n",
       "      <td>754.34</td>\n",
       "      <td>137.15</td>\n",
       "      <td>4.60</td>\n",
       "      <td>81.78</td>\n",
       "      <td>43.90</td>\n",
       "      <td>8.38</td>\n",
       "      <td>13.89</td>\n",
       "      <td>39.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他制造业</th>\n",
       "      <td>46.67</td>\n",
       "      <td>100.95</td>\n",
       "      <td>9.96</td>\n",
       "      <td>21.44</td>\n",
       "      <td>1.63</td>\n",
       "      <td>68.30</td>\n",
       "      <td>23.32</td>\n",
       "      <td>158.68</td>\n",
       "      <td>14.01</td>\n",
       "      <td>91.56</td>\n",
       "      <td>...</td>\n",
       "      <td>58.38</td>\n",
       "      <td>3.83</td>\n",
       "      <td>22.93</td>\n",
       "      <td>39.99</td>\n",
       "      <td>13.78</td>\n",
       "      <td>130.81</td>\n",
       "      <td>70.42</td>\n",
       "      <td>31.23</td>\n",
       "      <td>11.07</td>\n",
       "      <td>43.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水电燃</th>\n",
       "      <td>331.89</td>\n",
       "      <td>673.50</td>\n",
       "      <td>73.79</td>\n",
       "      <td>88.69</td>\n",
       "      <td>3.65</td>\n",
       "      <td>261.16</td>\n",
       "      <td>96.42</td>\n",
       "      <td>140.38</td>\n",
       "      <td>20.96</td>\n",
       "      <td>900.36</td>\n",
       "      <td>...</td>\n",
       "      <td>80.96</td>\n",
       "      <td>52.69</td>\n",
       "      <td>55.38</td>\n",
       "      <td>36.28</td>\n",
       "      <td>34.07</td>\n",
       "      <td>68.93</td>\n",
       "      <td>245.61</td>\n",
       "      <td>65.04</td>\n",
       "      <td>24.59</td>\n",
       "      <td>134.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>建筑业</th>\n",
       "      <td>49.71</td>\n",
       "      <td>14.06</td>\n",
       "      <td>1.38</td>\n",
       "      <td>2.36</td>\n",
       "      <td>0.19</td>\n",
       "      <td>6.64</td>\n",
       "      <td>1.30</td>\n",
       "      <td>2.39</td>\n",
       "      <td>0.45</td>\n",
       "      <td>8.51</td>\n",
       "      <td>...</td>\n",
       "      <td>111.50</td>\n",
       "      <td>297.69</td>\n",
       "      <td>24.13</td>\n",
       "      <td>49.54</td>\n",
       "      <td>43.73</td>\n",
       "      <td>82.63</td>\n",
       "      <td>320.99</td>\n",
       "      <td>76.22</td>\n",
       "      <td>20.68</td>\n",
       "      <td>156.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>批发零售</th>\n",
       "      <td>744.29</td>\n",
       "      <td>233.75</td>\n",
       "      <td>391.63</td>\n",
       "      <td>284.03</td>\n",
       "      <td>46.68</td>\n",
       "      <td>745.30</td>\n",
       "      <td>201.30</td>\n",
       "      <td>323.30</td>\n",
       "      <td>64.23</td>\n",
       "      <td>603.46</td>\n",
       "      <td>...</td>\n",
       "      <td>56.20</td>\n",
       "      <td>39.76</td>\n",
       "      <td>183.74</td>\n",
       "      <td>53.06</td>\n",
       "      <td>29.75</td>\n",
       "      <td>151.66</td>\n",
       "      <td>132.05</td>\n",
       "      <td>136.99</td>\n",
       "      <td>68.74</td>\n",
       "      <td>168.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>交通运输</th>\n",
       "      <td>615.22</td>\n",
       "      <td>381.77</td>\n",
       "      <td>142.09</td>\n",
       "      <td>238.89</td>\n",
       "      <td>8.89</td>\n",
       "      <td>333.54</td>\n",
       "      <td>183.58</td>\n",
       "      <td>208.32</td>\n",
       "      <td>38.30</td>\n",
       "      <td>680.19</td>\n",
       "      <td>...</td>\n",
       "      <td>206.70</td>\n",
       "      <td>68.57</td>\n",
       "      <td>240.74</td>\n",
       "      <td>77.23</td>\n",
       "      <td>24.90</td>\n",
       "      <td>82.95</td>\n",
       "      <td>190.91</td>\n",
       "      <td>47.39</td>\n",
       "      <td>68.66</td>\n",
       "      <td>398.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>餐饮住宿</th>\n",
       "      <td>51.51</td>\n",
       "      <td>83.75</td>\n",
       "      <td>19.18</td>\n",
       "      <td>30.83</td>\n",
       "      <td>2.78</td>\n",
       "      <td>107.26</td>\n",
       "      <td>23.91</td>\n",
       "      <td>60.94</td>\n",
       "      <td>9.30</td>\n",
       "      <td>62.16</td>\n",
       "      <td>...</td>\n",
       "      <td>227.43</td>\n",
       "      <td>105.77</td>\n",
       "      <td>186.67</td>\n",
       "      <td>87.93</td>\n",
       "      <td>20.00</td>\n",
       "      <td>56.97</td>\n",
       "      <td>136.53</td>\n",
       "      <td>31.82</td>\n",
       "      <td>36.80</td>\n",
       "      <td>599.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>软件和信息技术服务业</th>\n",
       "      <td>44.18</td>\n",
       "      <td>109.21</td>\n",
       "      <td>12.20</td>\n",
       "      <td>49.20</td>\n",
       "      <td>0.86</td>\n",
       "      <td>128.35</td>\n",
       "      <td>36.95</td>\n",
       "      <td>19.12</td>\n",
       "      <td>8.79</td>\n",
       "      <td>102.51</td>\n",
       "      <td>...</td>\n",
       "      <td>321.09</td>\n",
       "      <td>41.76</td>\n",
       "      <td>71.87</td>\n",
       "      <td>37.71</td>\n",
       "      <td>15.21</td>\n",
       "      <td>37.26</td>\n",
       "      <td>89.56</td>\n",
       "      <td>31.81</td>\n",
       "      <td>66.59</td>\n",
       "      <td>305.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金融</th>\n",
       "      <td>451.39</td>\n",
       "      <td>161.28</td>\n",
       "      <td>51.45</td>\n",
       "      <td>55.55</td>\n",
       "      <td>7.63</td>\n",
       "      <td>156.03</td>\n",
       "      <td>44.14</td>\n",
       "      <td>82.35</td>\n",
       "      <td>8.57</td>\n",
       "      <td>172.46</td>\n",
       "      <td>...</td>\n",
       "      <td>498.54</td>\n",
       "      <td>569.60</td>\n",
       "      <td>157.79</td>\n",
       "      <td>86.56</td>\n",
       "      <td>7.06</td>\n",
       "      <td>93.00</td>\n",
       "      <td>21.21</td>\n",
       "      <td>9.79</td>\n",
       "      <td>13.86</td>\n",
       "      <td>271.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>房地产</th>\n",
       "      <td>8.85</td>\n",
       "      <td>5.72</td>\n",
       "      <td>7.36</td>\n",
       "      <td>7.69</td>\n",
       "      <td>0.05</td>\n",
       "      <td>37.17</td>\n",
       "      <td>13.16</td>\n",
       "      <td>7.53</td>\n",
       "      <td>10.59</td>\n",
       "      <td>13.80</td>\n",
       "      <td>...</td>\n",
       "      <td>307.52</td>\n",
       "      <td>70.24</td>\n",
       "      <td>52.47</td>\n",
       "      <td>5.10</td>\n",
       "      <td>5.68</td>\n",
       "      <td>116.95</td>\n",
       "      <td>31.67</td>\n",
       "      <td>11.62</td>\n",
       "      <td>19.87</td>\n",
       "      <td>736.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>租赁和商务服务</th>\n",
       "      <td>66.63</td>\n",
       "      <td>85.38</td>\n",
       "      <td>45.08</td>\n",
       "      <td>200.12</td>\n",
       "      <td>13.43</td>\n",
       "      <td>236.33</td>\n",
       "      <td>49.31</td>\n",
       "      <td>46.26</td>\n",
       "      <td>17.42</td>\n",
       "      <td>143.26</td>\n",
       "      <td>...</td>\n",
       "      <td>169.90</td>\n",
       "      <td>274.67</td>\n",
       "      <td>162.71</td>\n",
       "      <td>36.64</td>\n",
       "      <td>18.84</td>\n",
       "      <td>25.55</td>\n",
       "      <td>51.13</td>\n",
       "      <td>16.23</td>\n",
       "      <td>32.35</td>\n",
       "      <td>119.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>科学技术研究</th>\n",
       "      <td>131.49</td>\n",
       "      <td>80.87</td>\n",
       "      <td>10.74</td>\n",
       "      <td>11.17</td>\n",
       "      <td>0.63</td>\n",
       "      <td>20.34</td>\n",
       "      <td>3.89</td>\n",
       "      <td>11.43</td>\n",
       "      <td>1.33</td>\n",
       "      <td>33.49</td>\n",
       "      <td>...</td>\n",
       "      <td>6.77</td>\n",
       "      <td>10.36</td>\n",
       "      <td>2.66</td>\n",
       "      <td>72.48</td>\n",
       "      <td>5.51</td>\n",
       "      <td>2.33</td>\n",
       "      <td>33.90</td>\n",
       "      <td>4.95</td>\n",
       "      <td>1.10</td>\n",
       "      <td>17.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水利生态设施管理</th>\n",
       "      <td>54.23</td>\n",
       "      <td>15.74</td>\n",
       "      <td>0.81</td>\n",
       "      <td>1.11</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2.08</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.01</td>\n",
       "      <td>6.97</td>\n",
       "      <td>...</td>\n",
       "      <td>9.56</td>\n",
       "      <td>5.34</td>\n",
       "      <td>21.42</td>\n",
       "      <td>6.12</td>\n",
       "      <td>43.36</td>\n",
       "      <td>44.78</td>\n",
       "      <td>11.21</td>\n",
       "      <td>2.36</td>\n",
       "      <td>1.59</td>\n",
       "      <td>90.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>居民服务其他服务</th>\n",
       "      <td>64.26</td>\n",
       "      <td>63.98</td>\n",
       "      <td>14.36</td>\n",
       "      <td>18.58</td>\n",
       "      <td>1.71</td>\n",
       "      <td>58.10</td>\n",
       "      <td>8.61</td>\n",
       "      <td>22.76</td>\n",
       "      <td>3.96</td>\n",
       "      <td>94.65</td>\n",
       "      <td>...</td>\n",
       "      <td>12.84</td>\n",
       "      <td>7.55</td>\n",
       "      <td>39.24</td>\n",
       "      <td>26.64</td>\n",
       "      <td>9.74</td>\n",
       "      <td>155.59</td>\n",
       "      <td>43.69</td>\n",
       "      <td>7.47</td>\n",
       "      <td>9.14</td>\n",
       "      <td>15.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>教育</th>\n",
       "      <td>20.99</td>\n",
       "      <td>23.07</td>\n",
       "      <td>2.10</td>\n",
       "      <td>4.53</td>\n",
       "      <td>0.83</td>\n",
       "      <td>12.08</td>\n",
       "      <td>2.56</td>\n",
       "      <td>6.55</td>\n",
       "      <td>1.52</td>\n",
       "      <td>12.76</td>\n",
       "      <td>...</td>\n",
       "      <td>37.13</td>\n",
       "      <td>6.03</td>\n",
       "      <td>10.41</td>\n",
       "      <td>5.80</td>\n",
       "      <td>5.38</td>\n",
       "      <td>4.15</td>\n",
       "      <td>17.95</td>\n",
       "      <td>10.89</td>\n",
       "      <td>4.22</td>\n",
       "      <td>59.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>卫生社会</th>\n",
       "      <td>11.41</td>\n",
       "      <td>21.50</td>\n",
       "      <td>18.52</td>\n",
       "      <td>2.68</td>\n",
       "      <td>0.14</td>\n",
       "      <td>24.39</td>\n",
       "      <td>3.10</td>\n",
       "      <td>4.33</td>\n",
       "      <td>2.21</td>\n",
       "      <td>9.95</td>\n",
       "      <td>...</td>\n",
       "      <td>21.81</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.91</td>\n",
       "      <td>13.53</td>\n",
       "      <td>2.56</td>\n",
       "      <td>2.69</td>\n",
       "      <td>21.63</td>\n",
       "      <td>10.34</td>\n",
       "      <td>6.18</td>\n",
       "      <td>20.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>文化体育娱乐</th>\n",
       "      <td>4.49</td>\n",
       "      <td>18.01</td>\n",
       "      <td>6.51</td>\n",
       "      <td>10.60</td>\n",
       "      <td>0.68</td>\n",
       "      <td>24.44</td>\n",
       "      <td>7.77</td>\n",
       "      <td>8.56</td>\n",
       "      <td>3.09</td>\n",
       "      <td>22.30</td>\n",
       "      <td>...</td>\n",
       "      <td>31.09</td>\n",
       "      <td>8.93</td>\n",
       "      <td>46.57</td>\n",
       "      <td>14.27</td>\n",
       "      <td>17.55</td>\n",
       "      <td>7.21</td>\n",
       "      <td>56.60</td>\n",
       "      <td>15.11</td>\n",
       "      <td>69.57</td>\n",
       "      <td>59.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>公共管理和社会组织</th>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 40 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               农林牧渔     采矿业     农副食品     食品饮料      烟草     纺织服装    木材家具  \\\n",
       "农林牧渔        4636.82   40.05  3777.47  1022.53   66.52  1492.95  423.65   \n",
       "采矿业           98.04  352.26    13.10    43.72    1.03    50.97   28.26   \n",
       "农副食品        1563.81    0.00   557.28   717.40    0.00   242.72    0.00   \n",
       "食品饮料           6.21    2.41   130.17   383.86    0.06     4.24    0.17   \n",
       "烟草             1.72    0.00     0.00     0.00  162.94     0.00    0.00   \n",
       "纺织服装          21.35   51.82    18.86     9.07    0.93  5807.73  101.51   \n",
       "木材家具          75.81   36.81     4.19    10.01    0.76    18.78  939.04   \n",
       "造纸印刷          41.46   21.30    30.65   229.96   43.53   149.24   54.09   \n",
       "文体工美           8.17    3.93     1.31     0.56    0.05     1.94    0.73   \n",
       "石油化工        1922.06  471.41    53.28   153.73    6.40   602.88  312.58   \n",
       "医药制品          57.11    2.05    13.36     1.63    0.00     1.33    0.01   \n",
       "化学纤维          20.16    0.00     0.00     0.94   23.22   581.01    7.22   \n",
       "橡胶塑料         206.15  145.74    79.67   170.96    2.98   225.48   54.10   \n",
       "非金属制品         90.10   71.77     6.34    76.11    0.49    32.74   21.74   \n",
       "黑色金属冶炼压延      30.40  236.58     3.57    10.10    0.36    21.84   57.86   \n",
       "有色金属冶炼压延       2.02   32.16     0.94    10.72    0.19     2.36   12.48   \n",
       "金属制品          83.85  143.96    14.44    85.16    1.32    42.60   80.00   \n",
       "通用设备          19.62  191.98    12.20    23.14    1.38    60.45   30.12   \n",
       "专用设备         204.92  165.89     3.19     9.56    1.81   111.34    9.36   \n",
       "汽车及零部件制造      29.25  109.00    15.79    20.64    1.10    27.22   17.18   \n",
       "其他交通设备        96.27   11.68     0.25     0.17    0.32     0.74    1.05   \n",
       "电气机械          25.10  155.32     5.72    10.75    1.26    41.90   14.50   \n",
       "计算机通信设备       10.67   31.92     4.16     5.55    0.36    32.51    6.30   \n",
       "其他制造业         46.67  100.95     9.96    21.44    1.63    68.30   23.32   \n",
       "水电燃          331.89  673.50    73.79    88.69    3.65   261.16   96.42   \n",
       "建筑业           49.71   14.06     1.38     2.36    0.19     6.64    1.30   \n",
       "批发零售         744.29  233.75   391.63   284.03   46.68   745.30  201.30   \n",
       "交通运输         615.22  381.77   142.09   238.89    8.89   333.54  183.58   \n",
       "餐饮住宿          51.51   83.75    19.18    30.83    2.78   107.26   23.91   \n",
       "软件和信息技术服务业    44.18  109.21    12.20    49.20    0.86   128.35   36.95   \n",
       "金融           451.39  161.28    51.45    55.55    7.63   156.03   44.14   \n",
       "房地产            8.85    5.72     7.36     7.69    0.05    37.17   13.16   \n",
       "租赁和商务服务       66.63   85.38    45.08   200.12   13.43   236.33   49.31   \n",
       "科学技术研究       131.49   80.87    10.74    11.17    0.63    20.34    3.89   \n",
       "水利生态设施管理      54.23   15.74     0.81     1.11    0.00     2.08    0.17   \n",
       "居民服务其他服务      64.26   63.98    14.36    18.58    1.71    58.10    8.61   \n",
       "教育            20.99   23.07     2.10     4.53    0.83    12.08    2.56   \n",
       "卫生社会          11.41   21.50    18.52     2.68    0.14    24.39    3.10   \n",
       "文化体育娱乐         4.49   18.01     6.51    10.60    0.68    24.44    7.77   \n",
       "公共管理和社会组织      0.00    0.00     0.00     0.00    0.00     0.00    0.00   \n",
       "\n",
       "               造纸印刷    文体工美     石油化工  ...      金融     房地产  租赁和商务服务  科学技术研究  \\\n",
       "农林牧渔         175.17    8.92    92.96  ...    0.00    1.17     9.44   14.98   \n",
       "采矿业           34.51    2.33  4464.59  ...    2.67   31.08     5.37   18.69   \n",
       "农副食品           1.33    0.00    61.51  ...    0.00    0.00     2.14    1.04   \n",
       "食品饮料           0.00    0.00    24.83  ...    1.00    0.09    16.23    1.45   \n",
       "烟草             0.00    0.00     0.00  ...    0.00    0.00     0.35    0.58   \n",
       "纺织服装          58.05  105.43    47.94  ...   27.27    4.39    21.71   10.16   \n",
       "木材家具          52.73   51.03    19.00  ...   15.32   16.87     6.57    7.30   \n",
       "造纸印刷        1533.82   85.32   108.21  ...  106.80    4.98   367.21   22.52   \n",
       "文体工美           0.77   38.55     6.27  ...   32.59   10.00    10.57    4.37   \n",
       "石油化工         433.21   74.42  4002.48  ...   55.77   25.33    40.04   34.90   \n",
       "医药制品           0.03    0.00     4.42  ...    1.28    0.13     0.52    7.39   \n",
       "化学纤维           5.85   47.28    24.78  ...    0.00    0.06     0.00    0.15   \n",
       "橡胶塑料         114.44  124.94   399.80  ...    1.37    7.16     4.98   10.92   \n",
       "非金属制品         11.73    7.15    68.61  ...    8.52   87.19     3.28   20.60   \n",
       "黑色金属冶炼压延       5.70   35.79    63.80  ...    0.00   13.45     2.42   12.11   \n",
       "有色金属冶炼压延      17.84   12.18    62.70  ...    0.00    7.28     0.78    4.30   \n",
       "金属制品          35.88   57.60   105.09  ...   14.68   21.63    94.13   37.26   \n",
       "通用设备          43.04   17.52   158.23  ...   44.44   46.30   104.14   53.54   \n",
       "专用设备          19.70    3.27    70.54  ...   18.05    6.40     1.93   10.94   \n",
       "汽车及零部件制造      36.45    4.08    47.66  ...   47.53   62.19   147.73   19.06   \n",
       "其他交通设备         0.98    7.86     0.97  ...    3.98    0.16     1.09    5.08   \n",
       "电气机械          21.33   11.89    82.62  ...   17.94   61.78   179.18   49.82   \n",
       "计算机通信设备       13.48   57.83    45.16  ...   80.86    5.21   754.34  137.15   \n",
       "其他制造业        158.68   14.01    91.56  ...   58.38    3.83    22.93   39.99   \n",
       "水电燃          140.38   20.96   900.36  ...   80.96   52.69    55.38   36.28   \n",
       "建筑业            2.39    0.45     8.51  ...  111.50  297.69    24.13   49.54   \n",
       "批发零售         323.30   64.23   603.46  ...   56.20   39.76   183.74   53.06   \n",
       "交通运输         208.32   38.30   680.19  ...  206.70   68.57   240.74   77.23   \n",
       "餐饮住宿          60.94    9.30    62.16  ...  227.43  105.77   186.67   87.93   \n",
       "软件和信息技术服务业    19.12    8.79   102.51  ...  321.09   41.76    71.87   37.71   \n",
       "金融            82.35    8.57   172.46  ...  498.54  569.60   157.79   86.56   \n",
       "房地产            7.53   10.59    13.80  ...  307.52   70.24    52.47    5.10   \n",
       "租赁和商务服务       46.26   17.42   143.26  ...  169.90  274.67   162.71   36.64   \n",
       "科学技术研究        11.43    1.33    33.49  ...    6.77   10.36     2.66   72.48   \n",
       "水利生态设施管理       0.25    0.01     6.97  ...    9.56    5.34    21.42    6.12   \n",
       "居民服务其他服务      22.76    3.96    94.65  ...   12.84    7.55    39.24   26.64   \n",
       "教育             6.55    1.52    12.76  ...   37.13    6.03    10.41    5.80   \n",
       "卫生社会           4.33    2.21     9.95  ...   21.81    0.45     0.91   13.53   \n",
       "文化体育娱乐         8.56    3.09    22.30  ...   31.09    8.93    46.57   14.27   \n",
       "公共管理和社会组织      0.00    0.00     0.00  ...    0.00    0.00     0.00    0.00   \n",
       "\n",
       "            水利生态设施管理  居民服务其他服务      教育     卫生社会  文化体育娱乐  公共管理和社会组织  \n",
       "农林牧渔           13.55     31.10   36.69    11.55   13.20       0.00  \n",
       "采矿业            14.38     50.98   74.88    14.27    3.03      28.64  \n",
       "农副食品            3.18     10.04   33.48     1.56   10.17       0.00  \n",
       "食品饮料            5.82     76.08   29.58     9.97   62.39       0.00  \n",
       "烟草              0.53      5.50    0.00     0.17   37.10       0.00  \n",
       "纺织服装            7.61    400.95   28.57    26.02   20.27     388.75  \n",
       "木材家具            7.80    127.57  104.56    20.84   15.79     192.48  \n",
       "造纸印刷            7.31    120.99  297.09    17.63  194.18     389.38  \n",
       "文体工美            3.27     12.21   24.43     4.38   10.65      25.70  \n",
       "石油化工           85.71    292.13   76.61    49.92   50.85     147.36  \n",
       "医药制品            1.78     13.13   19.87  1203.43    0.95       0.50  \n",
       "化学纤维            0.00      0.00    0.00     0.00    0.03       0.00  \n",
       "橡胶塑料           19.22     14.38    7.20    26.92    2.85       7.19  \n",
       "非金属制品          16.85     17.52   35.08    10.81    8.03      22.92  \n",
       "黑色金属冶炼压延        8.45      3.96    7.76     0.81    1.45       0.00  \n",
       "有色金属冶炼压延        0.82      9.19    0.94     0.01    0.09       0.00  \n",
       "金属制品            9.17     12.83   20.10     8.79    2.97      64.68  \n",
       "通用设备           35.42      7.66   45.95    25.09    6.47       7.12  \n",
       "专用设备            2.62      8.20    4.25   108.61    0.90       7.07  \n",
       "汽车及零部件制造       99.15     47.23   35.41     3.77   17.50     166.71  \n",
       "其他交通设备          7.24      5.37    6.61     0.58    5.38       6.19  \n",
       "电气机械           10.06     15.40   30.82     8.51    7.63      16.11  \n",
       "计算机通信设备         4.60     81.78   43.90     8.38   13.89      39.64  \n",
       "其他制造业          13.78    130.81   70.42    31.23   11.07      43.14  \n",
       "水电燃            34.07     68.93  245.61    65.04   24.59     134.86  \n",
       "建筑业            43.73     82.63  320.99    76.22   20.68     156.56  \n",
       "批发零售           29.75    151.66  132.05   136.99   68.74     168.75  \n",
       "交通运输           24.90     82.95  190.91    47.39   68.66     398.70  \n",
       "餐饮住宿           20.00     56.97  136.53    31.82   36.80     599.83  \n",
       "软件和信息技术服务业     15.21     37.26   89.56    31.81   66.59     305.94  \n",
       "金融              7.06     93.00   21.21     9.79   13.86     271.19  \n",
       "房地产             5.68    116.95   31.67    11.62   19.87     736.87  \n",
       "租赁和商务服务        18.84     25.55   51.13    16.23   32.35     119.54  \n",
       "科学技术研究          5.51      2.33   33.90     4.95    1.10      17.93  \n",
       "水利生态设施管理       43.36     44.78   11.21     2.36    1.59      90.02  \n",
       "居民服务其他服务        9.74    155.59   43.69     7.47    9.14      15.40  \n",
       "教育              5.38      4.15   17.95    10.89    4.22      59.37  \n",
       "卫生社会            2.56      2.69   21.63    10.34    6.18      20.00  \n",
       "文化体育娱乐         17.55      7.21   56.60    15.11   69.57      59.07  \n",
       "公共管理和社会组织       0.00      0.00    0.00     0.00    0.00       0.00  \n",
       "\n",
       "[40 rows x 40 columns]"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 2002年q1数据\n",
    "mio.Y2002.q1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "e8830ee7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "index",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "农林牧渔",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "采矿业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "农副食品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "食品饮料",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "烟草",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "纺织服装",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "木材家具",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "造纸印刷",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "文体工美",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "石油化工",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "医药制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "化学纤维",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "橡胶塑料",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "非金属制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "黑色金属冶炼压延",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "有色金属冶炼压延",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "金属制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "通用设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "专用设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "汽车及零部件制造",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "其他交通设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "电气机械",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "计算机通信设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "其他制造业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "水电燃",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "建筑业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "批发零售",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "交通运输",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "餐饮住宿",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "软件和信息技术服务业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "金融",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "房地产",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "租赁和商务服务",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "科学技术研究",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "水利生态设施管理",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "居民服务其他服务",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "教育",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "卫生社会",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "文化体育娱乐",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "公共管理和社会组织",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "9ad36bf8-761b-49e5-854c-ff628b50971a",
       "rows": [
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         "4636.82",
         "40.05",
         "3777.47",
         "1022.53",
         "66.52",
         "1492.95",
         "423.65",
         "175.17",
         "8.92",
         "92.96",
         "198.53",
         "21.28",
         "351.15",
         "4.48",
         "0.12",
         "0.84",
         "2.73",
         "2.5",
         "4.23",
         "0.26",
         "1.33",
         "0.68",
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         "185.43",
         "5.85",
         "2286.3",
         "248.43",
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         "1020.91",
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         "0.0",
         "1.17",
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         "14.98",
         "13.55",
         "31.1",
         "36.69",
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        [
         "采矿业",
         "98.04",
         "352.26",
         "13.1",
         "43.72",
         "1.03",
         "50.97",
         "28.26",
         "34.51",
         "2.33",
         "4464.59",
         "7.47",
         "104.44",
         "24.2",
         "561.4",
         "1198.78",
         "644.41",
         "145.17",
         "88.69",
         "40.24",
         "35.93",
         "11.21",
         "54.27",
         "10.85",
         "27.4",
         "1467.35",
         "702.58",
         "20.12",
         "77.8",
         "29.61",
         "6.87",
         "2.67",
         "31.08",
         "5.37",
         "18.69",
         "14.38",
         "50.98",
         "74.88",
         "14.27",
         "3.03",
         "28.64"
        ],
        [
         "农副食品",
         "1563.81",
         "0.0",
         "557.28",
         "717.4",
         "0.0",
         "242.72",
         "0.0",
         "1.33",
         "0.0",
         "61.51",
         "51.07",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
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         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "10.15",
         "0.0",
         "0.0",
         "27.27",
         "5.58",
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         "0.0",
         "2.14",
         "1.04",
         "3.18",
         "10.04",
         "33.48",
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         "0.0"
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        [
         "食品饮料",
         "6.21",
         "2.41",
         "130.17",
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         "0.0",
         "24.83",
         "28.06",
         "0.45",
         "0.2",
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         "0.0",
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         "0.0",
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         "0.05",
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         "24.61",
         "7.66",
         "28.76",
         "754.29",
         "1.73",
         "1.0",
         "0.09",
         "16.23",
         "1.45",
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         "烟草",
         "1.72",
         "0.0",
         "0.0",
         "0.0",
         "162.94",
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         "21.35",
         "51.82",
         "18.86",
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         "0.93",
         "5807.73",
         "101.51",
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         "7.25",
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         "65.89",
         "37.0",
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         "16.1",
         "29.35",
         "188.14",
         "24.41",
         "105.89",
         "164.49",
         "61.98",
         "41.36",
         "12.97",
         "27.27",
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         "21.71",
         "10.16",
         "7.61",
         "400.95",
         "28.57",
         "26.02",
         "20.27",
         "388.75"
        ],
        [
         "木材家具",
         "75.81",
         "36.81",
         "4.19",
         "10.01",
         "0.76",
         "18.78",
         "939.04",
         "52.73",
         "51.03",
         "19.0",
         "4.39",
         "3.01",
         "19.82",
         "33.36",
         "4.46",
         "4.85",
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         "28.29",
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         "13.42",
         "9.67",
         "23.97",
         "16.73",
         "39.75",
         "7.62",
         "907.05",
         "79.95",
         "17.29",
         "16.93",
         "3.42",
         "15.32",
         "16.87",
         "6.57",
         "7.3",
         "7.8",
         "127.57",
         "104.56",
         "20.84",
         "15.79",
         "192.48"
        ],
        [
         "造纸印刷",
         "41.46",
         "21.3",
         "30.65",
         "229.96",
         "43.53",
         "149.24",
         "54.09",
         "1533.82",
         "85.32",
         "108.21",
         "80.26",
         "18.03",
         "79.24",
         "174.68",
         "6.83",
         "10.71",
         "46.54",
         "50.33",
         "24.83",
         "13.52",
         "11.16",
         "173.04",
         "103.04",
         "119.37",
         "19.84",
         "22.92",
         "592.9",
         "89.29",
         "16.26",
         "164.25",
         "106.8",
         "4.98",
         "367.21",
         "22.52",
         "7.31",
         "120.99",
         "297.09",
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         "194.18",
         "389.38"
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         "8.17",
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         "1.31",
         "0.56",
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         "1.94",
         "0.73",
         "0.77",
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         "6.27",
         "1.17",
         "0.22",
         "0.63",
         "1.79",
         "1.13",
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         "1.02",
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         "0.52",
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         "18.37",
         "7.02",
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         "10.57",
         "4.37",
         "3.27",
         "12.21",
         "24.43",
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         "10.65",
         "25.7"
        ],
        [
         "石油化工",
         "1922.06",
         "471.41",
         "53.28",
         "153.73",
         "6.4",
         "602.88",
         "312.58",
         "433.21",
         "74.42",
         "4002.48",
         "202.37",
         "356.02",
         "2010.55",
         "448.22",
         "563.47",
         "162.22",
         "181.55",
         "176.66",
         "106.23",
         "155.02",
         "68.26",
         "323.35",
         "274.51",
         "204.71",
         "418.1",
         "1455.45",
         "336.11",
         "1819.73",
         "69.07",
         "12.72",
         "55.77",
         "25.33",
         "40.04",
         "34.9",
         "85.71",
         "292.13",
         "76.61",
         "49.92",
         "50.85",
         "147.36"
        ],
        [
         "医药制品",
         "57.11",
         "2.05",
         "13.36",
         "1.63",
         "0.0",
         "1.33",
         "0.01",
         "0.03",
         "0.0",
         "4.42",
         "499.0",
         "0.03",
         "0.1",
         "0.07",
         "0.15",
         "0.05",
         "0.02",
         "0.13",
         "1.47",
         "0.09",
         "0.0",
         "0.02",
         "0.01",
         "0.06",
         "0.03",
         "10.23",
         "23.29",
         "2.02",
         "2.84",
         "2.07",
         "1.28",
         "0.13",
         "0.52",
         "7.39",
         "1.78",
         "13.13",
         "19.87",
         "1203.43",
         "0.95",
         "0.5"
        ],
        [
         "化学纤维",
         "20.16",
         "0.0",
         "0.0",
         "0.94",
         "23.22",
         "581.01",
         "7.22",
         "5.85",
         "47.28",
         "24.78",
         "1.21",
         "244.13",
         "59.37",
         "12.05",
         "0.0",
         "0.0",
         "1.02",
         "11.86",
         "0.88",
         "5.0",
         "1.56",
         "25.19",
         "9.81",
         "24.2",
         "0.0",
         "92.84",
         "0.0",
         "0.9",
         "0.0",
         "0.0",
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         "0.0",
         "0.15",
         "0.0",
         "0.0",
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        ],
        [
         "橡胶塑料",
         "206.15",
         "145.74",
         "79.67",
         "170.96",
         "2.98",
         "225.48",
         "54.1",
         "114.44",
         "124.94",
         "399.8",
         "41.81",
         "21.58",
         "1309.35",
         "95.57",
         "32.64",
         "14.59",
         "63.46",
         "371.11",
         "94.68",
         "309.16",
         "84.03",
         "550.43",
         "477.32",
         "150.95",
         "31.15",
         "208.14",
         "211.31",
         "107.06",
         "19.58",
         "18.44",
         "1.37",
         "7.16",
         "4.98",
         "10.92",
         "19.22",
         "14.38",
         "7.2",
         "26.92",
         "2.85",
         "7.19"
        ],
        [
         "非金属制品",
         "90.1",
         "71.77",
         "6.34",
         "76.11",
         "0.49",
         "32.74",
         "21.74",
         "11.73",
         "7.15",
         "68.61",
         "34.79",
         "1.71",
         "30.87",
         "469.33",
         "250.94",
         "25.88",
         "58.7",
         "43.96",
         "20.21",
         "45.51",
         "10.02",
         "95.57",
         "327.01",
         "71.54",
         "18.92",
         "3057.76",
         "21.2",
         "25.7",
         "18.66",
         "1.34",
         "8.52",
         "87.19",
         "3.28",
         "20.6",
         "16.85",
         "17.52",
         "35.08",
         "10.81",
         "8.03",
         "22.92"
        ],
        [
         "黑色金属冶炼压延",
         "30.4",
         "236.58",
         "3.57",
         "10.1",
         "0.36",
         "21.84",
         "57.86",
         "5.7",
         "35.79",
         "63.8",
         "3.69",
         "1.22",
         "50.23",
         "136.87",
         "3086.95",
         "60.17",
         "1558.27",
         "1107.55",
         "847.22",
         "603.21",
         "266.71",
         "391.57",
         "72.58",
         "116.81",
         "18.44",
         "2937.76",
         "9.82",
         "50.7",
         "0.46",
         "0.54",
         "0.0",
         "13.45",
         "2.42",
         "12.11",
         "8.45",
         "3.96",
         "7.76",
         "0.81",
         "1.45",
         "0.0"
        ],
        [
         "有色金属冶炼压延",
         "2.02",
         "32.16",
         "0.94",
         "10.72",
         "0.19",
         "2.36",
         "12.48",
         "17.84",
         "12.18",
         "62.7",
         "4.34",
         "0.34",
         "26.12",
         "12.74",
         "204.96",
         "1292.19",
         "472.27",
         "164.95",
         "158.29",
         "123.0",
         "31.8",
         "1015.18",
         "163.58",
         "119.17",
         "4.08",
         "309.65",
         "0.0",
         "1.6",
         "0.44",
         "0.01",
         "0.0",
         "7.28",
         "0.78",
         "4.3",
         "0.82",
         "9.19",
         "0.94",
         "0.01",
         "0.09",
         "0.0"
        ],
        [
         "金属制品",
         "83.85",
         "143.96",
         "14.44",
         "85.16",
         "1.32",
         "42.6",
         "80.0",
         "35.88",
         "57.6",
         "105.09",
         "13.64",
         "2.42",
         "65.02",
         "153.0",
         "112.96",
         "32.0",
         "687.66",
         "278.33",
         "185.16",
         "78.67",
         "82.65",
         "297.21",
         "257.91",
         "155.86",
         "56.01",
         "1443.86",
         "51.53",
         "30.53",
         "15.01",
         "52.87",
         "14.68",
         "21.63",
         "94.13",
         "37.26",
         "9.17",
         "12.83",
         "20.1",
         "8.79",
         "2.97",
         "64.68"
        ],
        [
         "通用设备",
         "19.62",
         "191.98",
         "12.2",
         "23.14",
         "1.38",
         "60.45",
         "30.12",
         "43.04",
         "17.52",
         "158.23",
         "10.51",
         "3.68",
         "45.23",
         "149.68",
         "242.86",
         "37.9",
         "84.7",
         "1444.14",
         "530.38",
         "319.36",
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       "      <th>金融</th>\n",
       "      <th>房地产</th>\n",
       "      <th>租赁和商务服务</th>\n",
       "      <th>科学技术研究</th>\n",
       "      <th>水利生态设施管理</th>\n",
       "      <th>居民服务其他服务</th>\n",
       "      <th>教育</th>\n",
       "      <th>卫生社会</th>\n",
       "      <th>文化体育娱乐</th>\n",
       "      <th>公共管理和社会组织</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>农林牧渔</th>\n",
       "      <td>4636.82</td>\n",
       "      <td>40.05</td>\n",
       "      <td>3777.47</td>\n",
       "      <td>1022.53</td>\n",
       "      <td>66.52</td>\n",
       "      <td>1492.95</td>\n",
       "      <td>423.65</td>\n",
       "      <td>175.17</td>\n",
       "      <td>8.92</td>\n",
       "      <td>92.96</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.17</td>\n",
       "      <td>9.44</td>\n",
       "      <td>14.98</td>\n",
       "      <td>13.55</td>\n",
       "      <td>31.10</td>\n",
       "      <td>36.69</td>\n",
       "      <td>11.55</td>\n",
       "      <td>13.20</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>采矿业</th>\n",
       "      <td>98.04</td>\n",
       "      <td>352.26</td>\n",
       "      <td>13.10</td>\n",
       "      <td>43.72</td>\n",
       "      <td>1.03</td>\n",
       "      <td>50.97</td>\n",
       "      <td>28.26</td>\n",
       "      <td>34.51</td>\n",
       "      <td>2.33</td>\n",
       "      <td>4464.59</td>\n",
       "      <td>...</td>\n",
       "      <td>2.67</td>\n",
       "      <td>31.08</td>\n",
       "      <td>5.37</td>\n",
       "      <td>18.69</td>\n",
       "      <td>14.38</td>\n",
       "      <td>50.98</td>\n",
       "      <td>74.88</td>\n",
       "      <td>14.27</td>\n",
       "      <td>3.03</td>\n",
       "      <td>28.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>农副食品</th>\n",
       "      <td>1563.81</td>\n",
       "      <td>0.00</td>\n",
       "      <td>557.28</td>\n",
       "      <td>717.40</td>\n",
       "      <td>0.00</td>\n",
       "      <td>242.72</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.33</td>\n",
       "      <td>0.00</td>\n",
       "      <td>61.51</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2.14</td>\n",
       "      <td>1.04</td>\n",
       "      <td>3.18</td>\n",
       "      <td>10.04</td>\n",
       "      <td>33.48</td>\n",
       "      <td>1.56</td>\n",
       "      <td>10.17</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>食品饮料</th>\n",
       "      <td>6.21</td>\n",
       "      <td>2.41</td>\n",
       "      <td>130.17</td>\n",
       "      <td>383.86</td>\n",
       "      <td>0.06</td>\n",
       "      <td>4.24</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>24.83</td>\n",
       "      <td>...</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.09</td>\n",
       "      <td>16.23</td>\n",
       "      <td>1.45</td>\n",
       "      <td>5.82</td>\n",
       "      <td>76.08</td>\n",
       "      <td>29.58</td>\n",
       "      <td>9.97</td>\n",
       "      <td>62.39</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>烟草</th>\n",
       "      <td>1.72</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>162.94</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.58</td>\n",
       "      <td>0.53</td>\n",
       "      <td>5.50</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.17</td>\n",
       "      <td>37.10</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>纺织服装</th>\n",
       "      <td>21.35</td>\n",
       "      <td>51.82</td>\n",
       "      <td>18.86</td>\n",
       "      <td>9.07</td>\n",
       "      <td>0.93</td>\n",
       "      <td>5807.73</td>\n",
       "      <td>101.51</td>\n",
       "      <td>58.05</td>\n",
       "      <td>105.43</td>\n",
       "      <td>47.94</td>\n",
       "      <td>...</td>\n",
       "      <td>27.27</td>\n",
       "      <td>4.39</td>\n",
       "      <td>21.71</td>\n",
       "      <td>10.16</td>\n",
       "      <td>7.61</td>\n",
       "      <td>400.95</td>\n",
       "      <td>28.57</td>\n",
       "      <td>26.02</td>\n",
       "      <td>20.27</td>\n",
       "      <td>388.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>木材家具</th>\n",
       "      <td>75.81</td>\n",
       "      <td>36.81</td>\n",
       "      <td>4.19</td>\n",
       "      <td>10.01</td>\n",
       "      <td>0.76</td>\n",
       "      <td>18.78</td>\n",
       "      <td>939.04</td>\n",
       "      <td>52.73</td>\n",
       "      <td>51.03</td>\n",
       "      <td>19.00</td>\n",
       "      <td>...</td>\n",
       "      <td>15.32</td>\n",
       "      <td>16.87</td>\n",
       "      <td>6.57</td>\n",
       "      <td>7.30</td>\n",
       "      <td>7.80</td>\n",
       "      <td>127.57</td>\n",
       "      <td>104.56</td>\n",
       "      <td>20.84</td>\n",
       "      <td>15.79</td>\n",
       "      <td>192.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>造纸印刷</th>\n",
       "      <td>41.46</td>\n",
       "      <td>21.30</td>\n",
       "      <td>30.65</td>\n",
       "      <td>229.96</td>\n",
       "      <td>43.53</td>\n",
       "      <td>149.24</td>\n",
       "      <td>54.09</td>\n",
       "      <td>1533.82</td>\n",
       "      <td>85.32</td>\n",
       "      <td>108.21</td>\n",
       "      <td>...</td>\n",
       "      <td>106.80</td>\n",
       "      <td>4.98</td>\n",
       "      <td>367.21</td>\n",
       "      <td>22.52</td>\n",
       "      <td>7.31</td>\n",
       "      <td>120.99</td>\n",
       "      <td>297.09</td>\n",
       "      <td>17.63</td>\n",
       "      <td>194.18</td>\n",
       "      <td>389.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>文体工美</th>\n",
       "      <td>8.17</td>\n",
       "      <td>3.93</td>\n",
       "      <td>1.31</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.05</td>\n",
       "      <td>1.94</td>\n",
       "      <td>0.73</td>\n",
       "      <td>0.77</td>\n",
       "      <td>38.55</td>\n",
       "      <td>6.27</td>\n",
       "      <td>...</td>\n",
       "      <td>32.59</td>\n",
       "      <td>10.00</td>\n",
       "      <td>10.57</td>\n",
       "      <td>4.37</td>\n",
       "      <td>3.27</td>\n",
       "      <td>12.21</td>\n",
       "      <td>24.43</td>\n",
       "      <td>4.38</td>\n",
       "      <td>10.65</td>\n",
       "      <td>25.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>石油化工</th>\n",
       "      <td>1922.06</td>\n",
       "      <td>471.41</td>\n",
       "      <td>53.28</td>\n",
       "      <td>153.73</td>\n",
       "      <td>6.40</td>\n",
       "      <td>602.88</td>\n",
       "      <td>312.58</td>\n",
       "      <td>433.21</td>\n",
       "      <td>74.42</td>\n",
       "      <td>4002.48</td>\n",
       "      <td>...</td>\n",
       "      <td>55.77</td>\n",
       "      <td>25.33</td>\n",
       "      <td>40.04</td>\n",
       "      <td>34.90</td>\n",
       "      <td>85.71</td>\n",
       "      <td>292.13</td>\n",
       "      <td>76.61</td>\n",
       "      <td>49.92</td>\n",
       "      <td>50.85</td>\n",
       "      <td>147.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>医药制品</th>\n",
       "      <td>57.11</td>\n",
       "      <td>2.05</td>\n",
       "      <td>13.36</td>\n",
       "      <td>1.63</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.33</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.00</td>\n",
       "      <td>4.42</td>\n",
       "      <td>...</td>\n",
       "      <td>1.28</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.52</td>\n",
       "      <td>7.39</td>\n",
       "      <td>1.78</td>\n",
       "      <td>13.13</td>\n",
       "      <td>19.87</td>\n",
       "      <td>1203.43</td>\n",
       "      <td>0.95</td>\n",
       "      <td>0.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>化学纤维</th>\n",
       "      <td>20.16</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.94</td>\n",
       "      <td>23.22</td>\n",
       "      <td>581.01</td>\n",
       "      <td>7.22</td>\n",
       "      <td>5.85</td>\n",
       "      <td>47.28</td>\n",
       "      <td>24.78</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>橡胶塑料</th>\n",
       "      <td>206.15</td>\n",
       "      <td>145.74</td>\n",
       "      <td>79.67</td>\n",
       "      <td>170.96</td>\n",
       "      <td>2.98</td>\n",
       "      <td>225.48</td>\n",
       "      <td>54.10</td>\n",
       "      <td>114.44</td>\n",
       "      <td>124.94</td>\n",
       "      <td>399.80</td>\n",
       "      <td>...</td>\n",
       "      <td>1.37</td>\n",
       "      <td>7.16</td>\n",
       "      <td>4.98</td>\n",
       "      <td>10.92</td>\n",
       "      <td>19.22</td>\n",
       "      <td>14.38</td>\n",
       "      <td>7.20</td>\n",
       "      <td>26.92</td>\n",
       "      <td>2.85</td>\n",
       "      <td>7.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>非金属制品</th>\n",
       "      <td>90.10</td>\n",
       "      <td>71.77</td>\n",
       "      <td>6.34</td>\n",
       "      <td>76.11</td>\n",
       "      <td>0.49</td>\n",
       "      <td>32.74</td>\n",
       "      <td>21.74</td>\n",
       "      <td>11.73</td>\n",
       "      <td>7.15</td>\n",
       "      <td>68.61</td>\n",
       "      <td>...</td>\n",
       "      <td>8.52</td>\n",
       "      <td>87.19</td>\n",
       "      <td>3.28</td>\n",
       "      <td>20.60</td>\n",
       "      <td>16.85</td>\n",
       "      <td>17.52</td>\n",
       "      <td>35.08</td>\n",
       "      <td>10.81</td>\n",
       "      <td>8.03</td>\n",
       "      <td>22.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>黑色金属冶炼压延</th>\n",
       "      <td>30.40</td>\n",
       "      <td>236.58</td>\n",
       "      <td>3.57</td>\n",
       "      <td>10.10</td>\n",
       "      <td>0.36</td>\n",
       "      <td>21.84</td>\n",
       "      <td>57.86</td>\n",
       "      <td>5.70</td>\n",
       "      <td>35.79</td>\n",
       "      <td>63.80</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>13.45</td>\n",
       "      <td>2.42</td>\n",
       "      <td>12.11</td>\n",
       "      <td>8.45</td>\n",
       "      <td>3.96</td>\n",
       "      <td>7.76</td>\n",
       "      <td>0.81</td>\n",
       "      <td>1.45</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>有色金属冶炼压延</th>\n",
       "      <td>2.02</td>\n",
       "      <td>32.16</td>\n",
       "      <td>0.94</td>\n",
       "      <td>10.72</td>\n",
       "      <td>0.19</td>\n",
       "      <td>2.36</td>\n",
       "      <td>12.48</td>\n",
       "      <td>17.84</td>\n",
       "      <td>12.18</td>\n",
       "      <td>62.70</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>7.28</td>\n",
       "      <td>0.78</td>\n",
       "      <td>4.30</td>\n",
       "      <td>0.82</td>\n",
       "      <td>9.19</td>\n",
       "      <td>0.94</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金属制品</th>\n",
       "      <td>83.85</td>\n",
       "      <td>143.96</td>\n",
       "      <td>14.44</td>\n",
       "      <td>85.16</td>\n",
       "      <td>1.32</td>\n",
       "      <td>42.60</td>\n",
       "      <td>80.00</td>\n",
       "      <td>35.88</td>\n",
       "      <td>57.60</td>\n",
       "      <td>105.09</td>\n",
       "      <td>...</td>\n",
       "      <td>14.68</td>\n",
       "      <td>21.63</td>\n",
       "      <td>94.13</td>\n",
       "      <td>37.26</td>\n",
       "      <td>9.17</td>\n",
       "      <td>12.83</td>\n",
       "      <td>20.10</td>\n",
       "      <td>8.79</td>\n",
       "      <td>2.97</td>\n",
       "      <td>64.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>通用设备</th>\n",
       "      <td>19.62</td>\n",
       "      <td>191.98</td>\n",
       "      <td>12.20</td>\n",
       "      <td>23.14</td>\n",
       "      <td>1.38</td>\n",
       "      <td>60.45</td>\n",
       "      <td>30.12</td>\n",
       "      <td>43.04</td>\n",
       "      <td>17.52</td>\n",
       "      <td>158.23</td>\n",
       "      <td>...</td>\n",
       "      <td>44.44</td>\n",
       "      <td>46.30</td>\n",
       "      <td>104.14</td>\n",
       "      <td>53.54</td>\n",
       "      <td>35.42</td>\n",
       "      <td>7.66</td>\n",
       "      <td>45.95</td>\n",
       "      <td>25.09</td>\n",
       "      <td>6.47</td>\n",
       "      <td>7.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>专用设备</th>\n",
       "      <td>204.92</td>\n",
       "      <td>165.89</td>\n",
       "      <td>3.19</td>\n",
       "      <td>9.56</td>\n",
       "      <td>1.81</td>\n",
       "      <td>111.34</td>\n",
       "      <td>9.36</td>\n",
       "      <td>19.70</td>\n",
       "      <td>3.27</td>\n",
       "      <td>70.54</td>\n",
       "      <td>...</td>\n",
       "      <td>18.05</td>\n",
       "      <td>6.40</td>\n",
       "      <td>1.93</td>\n",
       "      <td>10.94</td>\n",
       "      <td>2.62</td>\n",
       "      <td>8.20</td>\n",
       "      <td>4.25</td>\n",
       "      <td>108.61</td>\n",
       "      <td>0.90</td>\n",
       "      <td>7.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>汽车及零部件制造</th>\n",
       "      <td>29.25</td>\n",
       "      <td>109.00</td>\n",
       "      <td>15.79</td>\n",
       "      <td>20.64</td>\n",
       "      <td>1.10</td>\n",
       "      <td>27.22</td>\n",
       "      <td>17.18</td>\n",
       "      <td>36.45</td>\n",
       "      <td>4.08</td>\n",
       "      <td>47.66</td>\n",
       "      <td>...</td>\n",
       "      <td>47.53</td>\n",
       "      <td>62.19</td>\n",
       "      <td>147.73</td>\n",
       "      <td>19.06</td>\n",
       "      <td>99.15</td>\n",
       "      <td>47.23</td>\n",
       "      <td>35.41</td>\n",
       "      <td>3.77</td>\n",
       "      <td>17.50</td>\n",
       "      <td>166.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他交通设备</th>\n",
       "      <td>96.27</td>\n",
       "      <td>11.68</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.32</td>\n",
       "      <td>0.74</td>\n",
       "      <td>1.05</td>\n",
       "      <td>0.98</td>\n",
       "      <td>7.86</td>\n",
       "      <td>0.97</td>\n",
       "      <td>...</td>\n",
       "      <td>3.98</td>\n",
       "      <td>0.16</td>\n",
       "      <td>1.09</td>\n",
       "      <td>5.08</td>\n",
       "      <td>7.24</td>\n",
       "      <td>5.37</td>\n",
       "      <td>6.61</td>\n",
       "      <td>0.58</td>\n",
       "      <td>5.38</td>\n",
       "      <td>6.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>电气机械</th>\n",
       "      <td>25.10</td>\n",
       "      <td>155.32</td>\n",
       "      <td>5.72</td>\n",
       "      <td>10.75</td>\n",
       "      <td>1.26</td>\n",
       "      <td>41.90</td>\n",
       "      <td>14.50</td>\n",
       "      <td>21.33</td>\n",
       "      <td>11.89</td>\n",
       "      <td>82.62</td>\n",
       "      <td>...</td>\n",
       "      <td>17.94</td>\n",
       "      <td>61.78</td>\n",
       "      <td>179.18</td>\n",
       "      <td>49.82</td>\n",
       "      <td>10.06</td>\n",
       "      <td>15.40</td>\n",
       "      <td>30.82</td>\n",
       "      <td>8.51</td>\n",
       "      <td>7.63</td>\n",
       "      <td>16.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>计算机通信设备</th>\n",
       "      <td>10.67</td>\n",
       "      <td>31.92</td>\n",
       "      <td>4.16</td>\n",
       "      <td>5.55</td>\n",
       "      <td>0.36</td>\n",
       "      <td>32.51</td>\n",
       "      <td>6.30</td>\n",
       "      <td>13.48</td>\n",
       "      <td>57.83</td>\n",
       "      <td>45.16</td>\n",
       "      <td>...</td>\n",
       "      <td>80.86</td>\n",
       "      <td>5.21</td>\n",
       "      <td>754.34</td>\n",
       "      <td>137.15</td>\n",
       "      <td>4.60</td>\n",
       "      <td>81.78</td>\n",
       "      <td>43.90</td>\n",
       "      <td>8.38</td>\n",
       "      <td>13.89</td>\n",
       "      <td>39.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他制造业</th>\n",
       "      <td>46.67</td>\n",
       "      <td>100.95</td>\n",
       "      <td>9.96</td>\n",
       "      <td>21.44</td>\n",
       "      <td>1.63</td>\n",
       "      <td>68.30</td>\n",
       "      <td>23.32</td>\n",
       "      <td>158.68</td>\n",
       "      <td>14.01</td>\n",
       "      <td>91.56</td>\n",
       "      <td>...</td>\n",
       "      <td>58.38</td>\n",
       "      <td>3.83</td>\n",
       "      <td>22.93</td>\n",
       "      <td>39.99</td>\n",
       "      <td>13.78</td>\n",
       "      <td>130.81</td>\n",
       "      <td>70.42</td>\n",
       "      <td>31.23</td>\n",
       "      <td>11.07</td>\n",
       "      <td>43.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水电燃</th>\n",
       "      <td>331.89</td>\n",
       "      <td>673.50</td>\n",
       "      <td>73.79</td>\n",
       "      <td>88.69</td>\n",
       "      <td>3.65</td>\n",
       "      <td>261.16</td>\n",
       "      <td>96.42</td>\n",
       "      <td>140.38</td>\n",
       "      <td>20.96</td>\n",
       "      <td>900.36</td>\n",
       "      <td>...</td>\n",
       "      <td>80.96</td>\n",
       "      <td>52.69</td>\n",
       "      <td>55.38</td>\n",
       "      <td>36.28</td>\n",
       "      <td>34.07</td>\n",
       "      <td>68.93</td>\n",
       "      <td>245.61</td>\n",
       "      <td>65.04</td>\n",
       "      <td>24.59</td>\n",
       "      <td>134.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>建筑业</th>\n",
       "      <td>49.71</td>\n",
       "      <td>14.06</td>\n",
       "      <td>1.38</td>\n",
       "      <td>2.36</td>\n",
       "      <td>0.19</td>\n",
       "      <td>6.64</td>\n",
       "      <td>1.30</td>\n",
       "      <td>2.39</td>\n",
       "      <td>0.45</td>\n",
       "      <td>8.51</td>\n",
       "      <td>...</td>\n",
       "      <td>111.50</td>\n",
       "      <td>297.69</td>\n",
       "      <td>24.13</td>\n",
       "      <td>49.54</td>\n",
       "      <td>43.73</td>\n",
       "      <td>82.63</td>\n",
       "      <td>320.99</td>\n",
       "      <td>76.22</td>\n",
       "      <td>20.68</td>\n",
       "      <td>156.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>批发零售</th>\n",
       "      <td>744.29</td>\n",
       "      <td>233.75</td>\n",
       "      <td>391.63</td>\n",
       "      <td>284.03</td>\n",
       "      <td>46.68</td>\n",
       "      <td>745.30</td>\n",
       "      <td>201.30</td>\n",
       "      <td>323.30</td>\n",
       "      <td>64.23</td>\n",
       "      <td>603.46</td>\n",
       "      <td>...</td>\n",
       "      <td>56.20</td>\n",
       "      <td>39.76</td>\n",
       "      <td>183.74</td>\n",
       "      <td>53.06</td>\n",
       "      <td>29.75</td>\n",
       "      <td>151.66</td>\n",
       "      <td>132.05</td>\n",
       "      <td>136.99</td>\n",
       "      <td>68.74</td>\n",
       "      <td>168.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>交通运输</th>\n",
       "      <td>615.22</td>\n",
       "      <td>381.77</td>\n",
       "      <td>142.09</td>\n",
       "      <td>238.89</td>\n",
       "      <td>8.89</td>\n",
       "      <td>333.54</td>\n",
       "      <td>183.58</td>\n",
       "      <td>208.32</td>\n",
       "      <td>38.30</td>\n",
       "      <td>680.19</td>\n",
       "      <td>...</td>\n",
       "      <td>206.70</td>\n",
       "      <td>68.57</td>\n",
       "      <td>240.74</td>\n",
       "      <td>77.23</td>\n",
       "      <td>24.90</td>\n",
       "      <td>82.95</td>\n",
       "      <td>190.91</td>\n",
       "      <td>47.39</td>\n",
       "      <td>68.66</td>\n",
       "      <td>398.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>餐饮住宿</th>\n",
       "      <td>51.51</td>\n",
       "      <td>83.75</td>\n",
       "      <td>19.18</td>\n",
       "      <td>30.83</td>\n",
       "      <td>2.78</td>\n",
       "      <td>107.26</td>\n",
       "      <td>23.91</td>\n",
       "      <td>60.94</td>\n",
       "      <td>9.30</td>\n",
       "      <td>62.16</td>\n",
       "      <td>...</td>\n",
       "      <td>227.43</td>\n",
       "      <td>105.77</td>\n",
       "      <td>186.67</td>\n",
       "      <td>87.93</td>\n",
       "      <td>20.00</td>\n",
       "      <td>56.97</td>\n",
       "      <td>136.53</td>\n",
       "      <td>31.82</td>\n",
       "      <td>36.80</td>\n",
       "      <td>599.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>软件和信息技术服务业</th>\n",
       "      <td>44.18</td>\n",
       "      <td>109.21</td>\n",
       "      <td>12.20</td>\n",
       "      <td>49.20</td>\n",
       "      <td>0.86</td>\n",
       "      <td>128.35</td>\n",
       "      <td>36.95</td>\n",
       "      <td>19.12</td>\n",
       "      <td>8.79</td>\n",
       "      <td>102.51</td>\n",
       "      <td>...</td>\n",
       "      <td>321.09</td>\n",
       "      <td>41.76</td>\n",
       "      <td>71.87</td>\n",
       "      <td>37.71</td>\n",
       "      <td>15.21</td>\n",
       "      <td>37.26</td>\n",
       "      <td>89.56</td>\n",
       "      <td>31.81</td>\n",
       "      <td>66.59</td>\n",
       "      <td>305.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金融</th>\n",
       "      <td>451.39</td>\n",
       "      <td>161.28</td>\n",
       "      <td>51.45</td>\n",
       "      <td>55.55</td>\n",
       "      <td>7.63</td>\n",
       "      <td>156.03</td>\n",
       "      <td>44.14</td>\n",
       "      <td>82.35</td>\n",
       "      <td>8.57</td>\n",
       "      <td>172.46</td>\n",
       "      <td>...</td>\n",
       "      <td>498.54</td>\n",
       "      <td>569.60</td>\n",
       "      <td>157.79</td>\n",
       "      <td>86.56</td>\n",
       "      <td>7.06</td>\n",
       "      <td>93.00</td>\n",
       "      <td>21.21</td>\n",
       "      <td>9.79</td>\n",
       "      <td>13.86</td>\n",
       "      <td>271.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>房地产</th>\n",
       "      <td>8.85</td>\n",
       "      <td>5.72</td>\n",
       "      <td>7.36</td>\n",
       "      <td>7.69</td>\n",
       "      <td>0.05</td>\n",
       "      <td>37.17</td>\n",
       "      <td>13.16</td>\n",
       "      <td>7.53</td>\n",
       "      <td>10.59</td>\n",
       "      <td>13.80</td>\n",
       "      <td>...</td>\n",
       "      <td>307.52</td>\n",
       "      <td>70.24</td>\n",
       "      <td>52.47</td>\n",
       "      <td>5.10</td>\n",
       "      <td>5.68</td>\n",
       "      <td>116.95</td>\n",
       "      <td>31.67</td>\n",
       "      <td>11.62</td>\n",
       "      <td>19.87</td>\n",
       "      <td>736.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>租赁和商务服务</th>\n",
       "      <td>66.63</td>\n",
       "      <td>85.38</td>\n",
       "      <td>45.08</td>\n",
       "      <td>200.12</td>\n",
       "      <td>13.43</td>\n",
       "      <td>236.33</td>\n",
       "      <td>49.31</td>\n",
       "      <td>46.26</td>\n",
       "      <td>17.42</td>\n",
       "      <td>143.26</td>\n",
       "      <td>...</td>\n",
       "      <td>169.90</td>\n",
       "      <td>274.67</td>\n",
       "      <td>162.71</td>\n",
       "      <td>36.64</td>\n",
       "      <td>18.84</td>\n",
       "      <td>25.55</td>\n",
       "      <td>51.13</td>\n",
       "      <td>16.23</td>\n",
       "      <td>32.35</td>\n",
       "      <td>119.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>科学技术研究</th>\n",
       "      <td>131.49</td>\n",
       "      <td>80.87</td>\n",
       "      <td>10.74</td>\n",
       "      <td>11.17</td>\n",
       "      <td>0.63</td>\n",
       "      <td>20.34</td>\n",
       "      <td>3.89</td>\n",
       "      <td>11.43</td>\n",
       "      <td>1.33</td>\n",
       "      <td>33.49</td>\n",
       "      <td>...</td>\n",
       "      <td>6.77</td>\n",
       "      <td>10.36</td>\n",
       "      <td>2.66</td>\n",
       "      <td>72.48</td>\n",
       "      <td>5.51</td>\n",
       "      <td>2.33</td>\n",
       "      <td>33.90</td>\n",
       "      <td>4.95</td>\n",
       "      <td>1.10</td>\n",
       "      <td>17.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水利生态设施管理</th>\n",
       "      <td>54.23</td>\n",
       "      <td>15.74</td>\n",
       "      <td>0.81</td>\n",
       "      <td>1.11</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2.08</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.01</td>\n",
       "      <td>6.97</td>\n",
       "      <td>...</td>\n",
       "      <td>9.56</td>\n",
       "      <td>5.34</td>\n",
       "      <td>21.42</td>\n",
       "      <td>6.12</td>\n",
       "      <td>43.36</td>\n",
       "      <td>44.78</td>\n",
       "      <td>11.21</td>\n",
       "      <td>2.36</td>\n",
       "      <td>1.59</td>\n",
       "      <td>90.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>居民服务其他服务</th>\n",
       "      <td>64.26</td>\n",
       "      <td>63.98</td>\n",
       "      <td>14.36</td>\n",
       "      <td>18.58</td>\n",
       "      <td>1.71</td>\n",
       "      <td>58.10</td>\n",
       "      <td>8.61</td>\n",
       "      <td>22.76</td>\n",
       "      <td>3.96</td>\n",
       "      <td>94.65</td>\n",
       "      <td>...</td>\n",
       "      <td>12.84</td>\n",
       "      <td>7.55</td>\n",
       "      <td>39.24</td>\n",
       "      <td>26.64</td>\n",
       "      <td>9.74</td>\n",
       "      <td>155.59</td>\n",
       "      <td>43.69</td>\n",
       "      <td>7.47</td>\n",
       "      <td>9.14</td>\n",
       "      <td>15.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>教育</th>\n",
       "      <td>20.99</td>\n",
       "      <td>23.07</td>\n",
       "      <td>2.10</td>\n",
       "      <td>4.53</td>\n",
       "      <td>0.83</td>\n",
       "      <td>12.08</td>\n",
       "      <td>2.56</td>\n",
       "      <td>6.55</td>\n",
       "      <td>1.52</td>\n",
       "      <td>12.76</td>\n",
       "      <td>...</td>\n",
       "      <td>37.13</td>\n",
       "      <td>6.03</td>\n",
       "      <td>10.41</td>\n",
       "      <td>5.80</td>\n",
       "      <td>5.38</td>\n",
       "      <td>4.15</td>\n",
       "      <td>17.95</td>\n",
       "      <td>10.89</td>\n",
       "      <td>4.22</td>\n",
       "      <td>59.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>卫生社会</th>\n",
       "      <td>11.41</td>\n",
       "      <td>21.50</td>\n",
       "      <td>18.52</td>\n",
       "      <td>2.68</td>\n",
       "      <td>0.14</td>\n",
       "      <td>24.39</td>\n",
       "      <td>3.10</td>\n",
       "      <td>4.33</td>\n",
       "      <td>2.21</td>\n",
       "      <td>9.95</td>\n",
       "      <td>...</td>\n",
       "      <td>21.81</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.91</td>\n",
       "      <td>13.53</td>\n",
       "      <td>2.56</td>\n",
       "      <td>2.69</td>\n",
       "      <td>21.63</td>\n",
       "      <td>10.34</td>\n",
       "      <td>6.18</td>\n",
       "      <td>20.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>文化体育娱乐</th>\n",
       "      <td>4.49</td>\n",
       "      <td>18.01</td>\n",
       "      <td>6.51</td>\n",
       "      <td>10.60</td>\n",
       "      <td>0.68</td>\n",
       "      <td>24.44</td>\n",
       "      <td>7.77</td>\n",
       "      <td>8.56</td>\n",
       "      <td>3.09</td>\n",
       "      <td>22.30</td>\n",
       "      <td>...</td>\n",
       "      <td>31.09</td>\n",
       "      <td>8.93</td>\n",
       "      <td>46.57</td>\n",
       "      <td>14.27</td>\n",
       "      <td>17.55</td>\n",
       "      <td>7.21</td>\n",
       "      <td>56.60</td>\n",
       "      <td>15.11</td>\n",
       "      <td>69.57</td>\n",
       "      <td>59.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>公共管理和社会组织</th>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 40 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               农林牧渔     采矿业     农副食品     食品饮料      烟草     纺织服装    木材家具  \\\n",
       "农林牧渔        4636.82   40.05  3777.47  1022.53   66.52  1492.95  423.65   \n",
       "采矿业           98.04  352.26    13.10    43.72    1.03    50.97   28.26   \n",
       "农副食品        1563.81    0.00   557.28   717.40    0.00   242.72    0.00   \n",
       "食品饮料           6.21    2.41   130.17   383.86    0.06     4.24    0.17   \n",
       "烟草             1.72    0.00     0.00     0.00  162.94     0.00    0.00   \n",
       "纺织服装          21.35   51.82    18.86     9.07    0.93  5807.73  101.51   \n",
       "木材家具          75.81   36.81     4.19    10.01    0.76    18.78  939.04   \n",
       "造纸印刷          41.46   21.30    30.65   229.96   43.53   149.24   54.09   \n",
       "文体工美           8.17    3.93     1.31     0.56    0.05     1.94    0.73   \n",
       "石油化工        1922.06  471.41    53.28   153.73    6.40   602.88  312.58   \n",
       "医药制品          57.11    2.05    13.36     1.63    0.00     1.33    0.01   \n",
       "化学纤维          20.16    0.00     0.00     0.94   23.22   581.01    7.22   \n",
       "橡胶塑料         206.15  145.74    79.67   170.96    2.98   225.48   54.10   \n",
       "非金属制品         90.10   71.77     6.34    76.11    0.49    32.74   21.74   \n",
       "黑色金属冶炼压延      30.40  236.58     3.57    10.10    0.36    21.84   57.86   \n",
       "有色金属冶炼压延       2.02   32.16     0.94    10.72    0.19     2.36   12.48   \n",
       "金属制品          83.85  143.96    14.44    85.16    1.32    42.60   80.00   \n",
       "通用设备          19.62  191.98    12.20    23.14    1.38    60.45   30.12   \n",
       "专用设备         204.92  165.89     3.19     9.56    1.81   111.34    9.36   \n",
       "汽车及零部件制造      29.25  109.00    15.79    20.64    1.10    27.22   17.18   \n",
       "其他交通设备        96.27   11.68     0.25     0.17    0.32     0.74    1.05   \n",
       "电气机械          25.10  155.32     5.72    10.75    1.26    41.90   14.50   \n",
       "计算机通信设备       10.67   31.92     4.16     5.55    0.36    32.51    6.30   \n",
       "其他制造业         46.67  100.95     9.96    21.44    1.63    68.30   23.32   \n",
       "水电燃          331.89  673.50    73.79    88.69    3.65   261.16   96.42   \n",
       "建筑业           49.71   14.06     1.38     2.36    0.19     6.64    1.30   \n",
       "批发零售         744.29  233.75   391.63   284.03   46.68   745.30  201.30   \n",
       "交通运输         615.22  381.77   142.09   238.89    8.89   333.54  183.58   \n",
       "餐饮住宿          51.51   83.75    19.18    30.83    2.78   107.26   23.91   \n",
       "软件和信息技术服务业    44.18  109.21    12.20    49.20    0.86   128.35   36.95   \n",
       "金融           451.39  161.28    51.45    55.55    7.63   156.03   44.14   \n",
       "房地产            8.85    5.72     7.36     7.69    0.05    37.17   13.16   \n",
       "租赁和商务服务       66.63   85.38    45.08   200.12   13.43   236.33   49.31   \n",
       "科学技术研究       131.49   80.87    10.74    11.17    0.63    20.34    3.89   \n",
       "水利生态设施管理      54.23   15.74     0.81     1.11    0.00     2.08    0.17   \n",
       "居民服务其他服务      64.26   63.98    14.36    18.58    1.71    58.10    8.61   \n",
       "教育            20.99   23.07     2.10     4.53    0.83    12.08    2.56   \n",
       "卫生社会          11.41   21.50    18.52     2.68    0.14    24.39    3.10   \n",
       "文化体育娱乐         4.49   18.01     6.51    10.60    0.68    24.44    7.77   \n",
       "公共管理和社会组织      0.00    0.00     0.00     0.00    0.00     0.00    0.00   \n",
       "\n",
       "               造纸印刷    文体工美     石油化工  ...      金融     房地产  租赁和商务服务  科学技术研究  \\\n",
       "农林牧渔         175.17    8.92    92.96  ...    0.00    1.17     9.44   14.98   \n",
       "采矿业           34.51    2.33  4464.59  ...    2.67   31.08     5.37   18.69   \n",
       "农副食品           1.33    0.00    61.51  ...    0.00    0.00     2.14    1.04   \n",
       "食品饮料           0.00    0.00    24.83  ...    1.00    0.09    16.23    1.45   \n",
       "烟草             0.00    0.00     0.00  ...    0.00    0.00     0.35    0.58   \n",
       "纺织服装          58.05  105.43    47.94  ...   27.27    4.39    21.71   10.16   \n",
       "木材家具          52.73   51.03    19.00  ...   15.32   16.87     6.57    7.30   \n",
       "造纸印刷        1533.82   85.32   108.21  ...  106.80    4.98   367.21   22.52   \n",
       "文体工美           0.77   38.55     6.27  ...   32.59   10.00    10.57    4.37   \n",
       "石油化工         433.21   74.42  4002.48  ...   55.77   25.33    40.04   34.90   \n",
       "医药制品           0.03    0.00     4.42  ...    1.28    0.13     0.52    7.39   \n",
       "化学纤维           5.85   47.28    24.78  ...    0.00    0.06     0.00    0.15   \n",
       "橡胶塑料         114.44  124.94   399.80  ...    1.37    7.16     4.98   10.92   \n",
       "非金属制品         11.73    7.15    68.61  ...    8.52   87.19     3.28   20.60   \n",
       "黑色金属冶炼压延       5.70   35.79    63.80  ...    0.00   13.45     2.42   12.11   \n",
       "有色金属冶炼压延      17.84   12.18    62.70  ...    0.00    7.28     0.78    4.30   \n",
       "金属制品          35.88   57.60   105.09  ...   14.68   21.63    94.13   37.26   \n",
       "通用设备          43.04   17.52   158.23  ...   44.44   46.30   104.14   53.54   \n",
       "专用设备          19.70    3.27    70.54  ...   18.05    6.40     1.93   10.94   \n",
       "汽车及零部件制造      36.45    4.08    47.66  ...   47.53   62.19   147.73   19.06   \n",
       "其他交通设备         0.98    7.86     0.97  ...    3.98    0.16     1.09    5.08   \n",
       "电气机械          21.33   11.89    82.62  ...   17.94   61.78   179.18   49.82   \n",
       "计算机通信设备       13.48   57.83    45.16  ...   80.86    5.21   754.34  137.15   \n",
       "其他制造业        158.68   14.01    91.56  ...   58.38    3.83    22.93   39.99   \n",
       "水电燃          140.38   20.96   900.36  ...   80.96   52.69    55.38   36.28   \n",
       "建筑业            2.39    0.45     8.51  ...  111.50  297.69    24.13   49.54   \n",
       "批发零售         323.30   64.23   603.46  ...   56.20   39.76   183.74   53.06   \n",
       "交通运输         208.32   38.30   680.19  ...  206.70   68.57   240.74   77.23   \n",
       "餐饮住宿          60.94    9.30    62.16  ...  227.43  105.77   186.67   87.93   \n",
       "软件和信息技术服务业    19.12    8.79   102.51  ...  321.09   41.76    71.87   37.71   \n",
       "金融            82.35    8.57   172.46  ...  498.54  569.60   157.79   86.56   \n",
       "房地产            7.53   10.59    13.80  ...  307.52   70.24    52.47    5.10   \n",
       "租赁和商务服务       46.26   17.42   143.26  ...  169.90  274.67   162.71   36.64   \n",
       "科学技术研究        11.43    1.33    33.49  ...    6.77   10.36     2.66   72.48   \n",
       "水利生态设施管理       0.25    0.01     6.97  ...    9.56    5.34    21.42    6.12   \n",
       "居民服务其他服务      22.76    3.96    94.65  ...   12.84    7.55    39.24   26.64   \n",
       "教育             6.55    1.52    12.76  ...   37.13    6.03    10.41    5.80   \n",
       "卫生社会           4.33    2.21     9.95  ...   21.81    0.45     0.91   13.53   \n",
       "文化体育娱乐         8.56    3.09    22.30  ...   31.09    8.93    46.57   14.27   \n",
       "公共管理和社会组织      0.00    0.00     0.00  ...    0.00    0.00     0.00    0.00   \n",
       "\n",
       "            水利生态设施管理  居民服务其他服务      教育     卫生社会  文化体育娱乐  公共管理和社会组织  \n",
       "农林牧渔           13.55     31.10   36.69    11.55   13.20       0.00  \n",
       "采矿业            14.38     50.98   74.88    14.27    3.03      28.64  \n",
       "农副食品            3.18     10.04   33.48     1.56   10.17       0.00  \n",
       "食品饮料            5.82     76.08   29.58     9.97   62.39       0.00  \n",
       "烟草              0.53      5.50    0.00     0.17   37.10       0.00  \n",
       "纺织服装            7.61    400.95   28.57    26.02   20.27     388.75  \n",
       "木材家具            7.80    127.57  104.56    20.84   15.79     192.48  \n",
       "造纸印刷            7.31    120.99  297.09    17.63  194.18     389.38  \n",
       "文体工美            3.27     12.21   24.43     4.38   10.65      25.70  \n",
       "石油化工           85.71    292.13   76.61    49.92   50.85     147.36  \n",
       "医药制品            1.78     13.13   19.87  1203.43    0.95       0.50  \n",
       "化学纤维            0.00      0.00    0.00     0.00    0.03       0.00  \n",
       "橡胶塑料           19.22     14.38    7.20    26.92    2.85       7.19  \n",
       "非金属制品          16.85     17.52   35.08    10.81    8.03      22.92  \n",
       "黑色金属冶炼压延        8.45      3.96    7.76     0.81    1.45       0.00  \n",
       "有色金属冶炼压延        0.82      9.19    0.94     0.01    0.09       0.00  \n",
       "金属制品            9.17     12.83   20.10     8.79    2.97      64.68  \n",
       "通用设备           35.42      7.66   45.95    25.09    6.47       7.12  \n",
       "专用设备            2.62      8.20    4.25   108.61    0.90       7.07  \n",
       "汽车及零部件制造       99.15     47.23   35.41     3.77   17.50     166.71  \n",
       "其他交通设备          7.24      5.37    6.61     0.58    5.38       6.19  \n",
       "电气机械           10.06     15.40   30.82     8.51    7.63      16.11  \n",
       "计算机通信设备         4.60     81.78   43.90     8.38   13.89      39.64  \n",
       "其他制造业          13.78    130.81   70.42    31.23   11.07      43.14  \n",
       "水电燃            34.07     68.93  245.61    65.04   24.59     134.86  \n",
       "建筑业            43.73     82.63  320.99    76.22   20.68     156.56  \n",
       "批发零售           29.75    151.66  132.05   136.99   68.74     168.75  \n",
       "交通运输           24.90     82.95  190.91    47.39   68.66     398.70  \n",
       "餐饮住宿           20.00     56.97  136.53    31.82   36.80     599.83  \n",
       "软件和信息技术服务业     15.21     37.26   89.56    31.81   66.59     305.94  \n",
       "金融              7.06     93.00   21.21     9.79   13.86     271.19  \n",
       "房地产             5.68    116.95   31.67    11.62   19.87     736.87  \n",
       "租赁和商务服务        18.84     25.55   51.13    16.23   32.35     119.54  \n",
       "科学技术研究          5.51      2.33   33.90     4.95    1.10      17.93  \n",
       "水利生态设施管理       43.36     44.78   11.21     2.36    1.59      90.02  \n",
       "居民服务其他服务        9.74    155.59   43.69     7.47    9.14      15.40  \n",
       "教育              5.38      4.15   17.95    10.89    4.22      59.37  \n",
       "卫生社会            2.56      2.69   21.63    10.34    6.18      20.00  \n",
       "文化体育娱乐         17.55      7.21   56.60    15.11   69.57      59.07  \n",
       "公共管理和社会组织       0.00      0.00    0.00     0.00    0.00       0.00  \n",
       "\n",
       "[40 rows x 40 columns]"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 2002年q1数据\n",
    "mio.Y2002.q1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "9f754e6a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "index",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "农林牧渔",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "采矿业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "农副食品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "食品饮料",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "烟草",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "纺织服装",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "木材家具",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "造纸印刷",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "文体工美",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "石油化工",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "医药制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "化学纤维",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "橡胶塑料",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "非金属制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "黑色金属冶炼压延",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "有色金属冶炼压延",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "金属制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "通用设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "专用设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "汽车及零部件制造",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "其他交通设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "电气机械",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "计算机通信设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "其他制造业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "水电燃",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "建筑业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "批发零售",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "交通运输",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "餐饮住宿",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "软件和信息技术服务业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "金融",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "房地产",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "租赁和商务服务",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "科学技术研究",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "水利生态设施管理",
         "rawType": "float64",
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        },
        {
         "name": "居民服务其他服务",
         "rawType": "float64",
         "type": "float"
        },
        {
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         "rawType": "float64",
         "type": "float"
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        {
         "name": "卫生社会",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "文化体育娱乐",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "公共管理和社会组织",
         "rawType": "float64",
         "type": "float"
        }
       ],
       "ref": "1602c863-81fb-4006-85fb-c228d7e03652",
       "rows": [
        [
         "农林牧渔",
         "4636.82",
         "40.05",
         "3777.47",
         "1022.53",
         "66.52",
         "1492.95",
         "423.65",
         "175.17",
         "8.92",
         "92.96",
         "198.53",
         "21.28",
         "351.15",
         "4.48",
         "0.12",
         "0.84",
         "2.73",
         "2.5",
         "4.23",
         "0.26",
         "1.33",
         "0.68",
         "2.07",
         "185.43",
         "5.85",
         "2286.3",
         "248.43",
         "131.68",
         "1020.91",
         "1.25",
         "0.0",
         "1.17",
         "9.44",
         "14.98",
         "13.55",
         "31.1",
         "36.69",
         "11.55",
         "13.2",
         "0.0"
        ],
        [
         "采矿业",
         "98.04",
         "352.26",
         "13.1",
         "43.72",
         "1.03",
         "50.97",
         "28.26",
         "34.51",
         "2.33",
         "4464.59",
         "7.47",
         "104.44",
         "24.2",
         "561.4",
         "1198.78",
         "644.41",
         "145.17",
         "88.69",
         "40.24",
         "35.93",
         "11.21",
         "54.27",
         "10.85",
         "27.4",
         "1467.35",
         "702.58",
         "20.12",
         "77.8",
         "29.61",
         "6.87",
         "2.67",
         "31.08",
         "5.37",
         "18.69",
         "14.38",
         "50.98",
         "74.88",
         "14.27",
         "3.03",
         "28.64"
        ],
        [
         "农副食品",
         "1563.81",
         "0.0",
         "557.28",
         "717.4",
         "0.0",
         "242.72",
         "0.0",
         "1.33",
         "0.0",
         "61.51",
         "51.07",
         "0.0",
         "0.0",
         "0.0",
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         "0.0",
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         "0.0",
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         "0.0",
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         "0.0",
         "10.15",
         "0.0",
         "0.0",
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         "0.12",
         "0.0",
         "0.0",
         "2.14",
         "1.04",
         "3.18",
         "10.04",
         "33.48",
         "1.56",
         "10.17",
         "0.0"
        ],
        [
         "食品饮料",
         "6.21",
         "2.41",
         "130.17",
         "383.86",
         "0.06",
         "4.24",
         "0.17",
         "0.0",
         "0.0",
         "24.83",
         "28.06",
         "0.45",
         "0.2",
         "0.12",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.05",
         "0.0",
         "24.61",
         "7.66",
         "28.76",
         "754.29",
         "1.73",
         "1.0",
         "0.09",
         "16.23",
         "1.45",
         "5.82",
         "76.08",
         "29.58",
         "9.97",
         "62.39",
         "0.0"
        ],
        [
         "烟草",
         "1.72",
         "0.0",
         "0.0",
         "0.0",
         "162.94",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "162.34",
         "1.77",
         "182.13",
         "0.66",
         "0.0",
         "0.0",
         "0.35",
         "0.58",
         "0.53",
         "5.5",
         "0.0",
         "0.17",
         "37.1",
         "0.0"
        ],
        [
         "纺织服装",
         "21.35",
         "51.82",
         "18.86",
         "9.07",
         "0.93",
         "5807.73",
         "101.51",
         "58.05",
         "105.43",
         "47.94",
         "11.93",
         "7.25",
         "85.62",
         "46.01",
         "15.98",
         "12.47",
         "27.75",
         "27.61",
         "65.89",
         "37.0",
         "10.41",
         "16.1",
         "29.35",
         "188.14",
         "24.41",
         "105.89",
         "164.49",
         "61.98",
         "41.36",
         "12.97",
         "27.27",
         "4.39",
         "21.71",
         "10.16",
         "7.61",
         "400.95",
         "28.57",
         "26.02",
         "20.27",
         "388.75"
        ],
        [
         "木材家具",
         "75.81",
         "36.81",
         "4.19",
         "10.01",
         "0.76",
         "18.78",
         "939.04",
         "52.73",
         "51.03",
         "19.0",
         "4.39",
         "3.01",
         "19.82",
         "33.36",
         "4.46",
         "4.85",
         "76.94",
         "28.29",
         "11.47",
         "13.42",
         "9.67",
         "23.97",
         "16.73",
         "39.75",
         "7.62",
         "907.05",
         "79.95",
         "17.29",
         "16.93",
         "3.42",
         "15.32",
         "16.87",
         "6.57",
         "7.3",
         "7.8",
         "127.57",
         "104.56",
         "20.84",
         "15.79",
         "192.48"
        ],
        [
         "造纸印刷",
         "41.46",
         "21.3",
         "30.65",
         "229.96",
         "43.53",
         "149.24",
         "54.09",
         "1533.82",
         "85.32",
         "108.21",
         "80.26",
         "18.03",
         "79.24",
         "174.68",
         "6.83",
         "10.71",
         "46.54",
         "50.33",
         "24.83",
         "13.52",
         "11.16",
         "173.04",
         "103.04",
         "119.37",
         "19.84",
         "22.92",
         "592.9",
         "89.29",
         "16.26",
         "164.25",
         "106.8",
         "4.98",
         "367.21",
         "22.52",
         "7.31",
         "120.99",
         "297.09",
         "17.63",
         "194.18",
         "389.38"
        ],
        [
         "文体工美",
         "8.17",
         "3.93",
         "1.31",
         "0.56",
         "0.05",
         "1.94",
         "0.73",
         "0.77",
         "38.55",
         "6.27",
         "1.17",
         "0.22",
         "0.63",
         "1.79",
         "1.13",
         "0.92",
         "0.45",
         "1.02",
         "0.64",
         "0.25",
         "0.52",
         "2.33",
         "4.25",
         "1.73",
         "0.58",
         "2.88",
         "21.88",
         "18.37",
         "7.02",
         "1.87",
         "32.59",
         "10.0",
         "10.57",
         "4.37",
         "3.27",
         "12.21",
         "24.43",
         "4.38",
         "10.65",
         "25.7"
        ],
        [
         "石油化工",
         "1922.06",
         "471.41",
         "53.28",
         "153.73",
         "6.4",
         "602.88",
         "312.58",
         "433.21",
         "74.42",
         "4002.48",
         "202.37",
         "356.02",
         "2010.55",
         "448.22",
         "563.47",
         "162.22",
         "181.55",
         "176.66",
         "106.23",
         "155.02",
         "68.26",
         "323.35",
         "274.51",
         "204.71",
         "418.1",
         "1455.45",
         "336.11",
         "1819.73",
         "69.07",
         "12.72",
         "55.77",
         "25.33",
         "40.04",
         "34.9",
         "85.71",
         "292.13",
         "76.61",
         "49.92",
         "50.85",
         "147.36"
        ],
        [
         "医药制品",
         "57.11",
         "2.05",
         "13.36",
         "1.63",
         "0.0",
         "1.33",
         "0.01",
         "0.03",
         "0.0",
         "4.42",
         "499.0",
         "0.03",
         "0.1",
         "0.07",
         "0.15",
         "0.05",
         "0.02",
         "0.13",
         "1.47",
         "0.09",
         "0.0",
         "0.02",
         "0.01",
         "0.06",
         "0.03",
         "10.23",
         "23.29",
         "2.02",
         "2.84",
         "2.07",
         "1.28",
         "0.13",
         "0.52",
         "7.39",
         "1.78",
         "13.13",
         "19.87",
         "1203.43",
         "0.95",
         "0.5"
        ],
        [
         "化学纤维",
         "20.16",
         "0.0",
         "0.0",
         "0.94",
         "23.22",
         "581.01",
         "7.22",
         "5.85",
         "47.28",
         "24.78",
         "1.21",
         "244.13",
         "59.37",
         "12.05",
         "0.0",
         "0.0",
         "1.02",
         "11.86",
         "0.88",
         "5.0",
         "1.56",
         "25.19",
         "9.81",
         "24.2",
         "0.0",
         "92.84",
         "0.0",
         "0.9",
         "0.0",
         "0.0",
         "0.0",
         "0.06",
         "0.0",
         "0.15",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.03",
         "0.0"
        ],
        [
         "橡胶塑料",
         "206.15",
         "145.74",
         "79.67",
         "170.96",
         "2.98",
         "225.48",
         "54.1",
         "114.44",
         "124.94",
         "399.8",
         "41.81",
         "21.58",
         "1309.35",
         "95.57",
         "32.64",
         "14.59",
         "63.46",
         "371.11",
         "94.68",
         "309.16",
         "84.03",
         "550.43",
         "477.32",
         "150.95",
         "31.15",
         "208.14",
         "211.31",
         "107.06",
         "19.58",
         "18.44",
         "1.37",
         "7.16",
         "4.98",
         "10.92",
         "19.22",
         "14.38",
         "7.2",
         "26.92",
         "2.85",
         "7.19"
        ],
        [
         "非金属制品",
         "90.1",
         "71.77",
         "6.34",
         "76.11",
         "0.49",
         "32.74",
         "21.74",
         "11.73",
         "7.15",
         "68.61",
         "34.79",
         "1.71",
         "30.87",
         "469.33",
         "250.94",
         "25.88",
         "58.7",
         "43.96",
         "20.21",
         "45.51",
         "10.02",
         "95.57",
         "327.01",
         "71.54",
         "18.92",
         "3057.76",
         "21.2",
         "25.7",
         "18.66",
         "1.34",
         "8.52",
         "87.19",
         "3.28",
         "20.6",
         "16.85",
         "17.52",
         "35.08",
         "10.81",
         "8.03",
         "22.92"
        ],
        [
         "黑色金属冶炼压延",
         "30.4",
         "236.58",
         "3.57",
         "10.1",
         "0.36",
         "21.84",
         "57.86",
         "5.7",
         "35.79",
         "63.8",
         "3.69",
         "1.22",
         "50.23",
         "136.87",
         "3086.95",
         "60.17",
         "1558.27",
         "1107.55",
         "847.22",
         "603.21",
         "266.71",
         "391.57",
         "72.58",
         "116.81",
         "18.44",
         "2937.76",
         "9.82",
         "50.7",
         "0.46",
         "0.54",
         "0.0",
         "13.45",
         "2.42",
         "12.11",
         "8.45",
         "3.96",
         "7.76",
         "0.81",
         "1.45",
         "0.0"
        ],
        [
         "有色金属冶炼压延",
         "2.02",
         "32.16",
         "0.94",
         "10.72",
         "0.19",
         "2.36",
         "12.48",
         "17.84",
         "12.18",
         "62.7",
         "4.34",
         "0.34",
         "26.12",
         "12.74",
         "204.96",
         "1292.19",
         "472.27",
         "164.95",
         "158.29",
         "123.0",
         "31.8",
         "1015.18",
         "163.58",
         "119.17",
         "4.08",
         "309.65",
         "0.0",
         "1.6",
         "0.44",
         "0.01",
         "0.0",
         "7.28",
         "0.78",
         "4.3",
         "0.82",
         "9.19",
         "0.94",
         "0.01",
         "0.09",
         "0.0"
        ],
        [
         "金属制品",
         "83.85",
         "143.96",
         "14.44",
         "85.16",
         "1.32",
         "42.6",
         "80.0",
         "35.88",
         "57.6",
         "105.09",
         "13.64",
         "2.42",
         "65.02",
         "153.0",
         "112.96",
         "32.0",
         "687.66",
         "278.33",
         "185.16",
         "78.67",
         "82.65",
         "297.21",
         "257.91",
         "155.86",
         "56.01",
         "1443.86",
         "51.53",
         "30.53",
         "15.01",
         "52.87",
         "14.68",
         "21.63",
         "94.13",
         "37.26",
         "9.17",
         "12.83",
         "20.1",
         "8.79",
         "2.97",
         "64.68"
        ],
        [
         "通用设备",
         "19.62",
         "191.98",
         "12.2",
         "23.14",
         "1.38",
         "60.45",
         "30.12",
         "43.04",
         "17.52",
         "158.23",
         "10.51",
         "3.68",
         "45.23",
         "149.68",
         "242.86",
         "37.9",
         "84.7",
         "1444.14",
         "530.38",
         "319.36",
         "466.77",
         "297.03",
         "151.23",
         "53.92",
         "273.77",
         "831.13",
         "33.47",
         "339.55",
         "10.73",
         "76.27",
         "44.44",
         "46.3",
         "104.14",
         "53.54",
         "35.42",
         "7.66",
         "45.95",
         "25.09",
         "6.47",
         "7.12"
        ],
        [
         "专用设备",
         "204.92",
         "165.89",
         "3.19",
         "9.56",
         "1.81",
         "111.34",
         "9.36",
         "19.7",
         "3.27",
         "70.54",
         "7.96",
         "6.65",
         "21.82",
         "52.37",
         "104.31",
         "13.85",
         "18.24",
         "33.92",
         "337.95",
         "12.71",
         "30.34",
         "22.71",
         "11.43",
         "12.13",
         "39.71",
         "426.75",
         "238.72",
         "19.58",
         "2.09",
         "5.11",
         "18.05",
         "6.4",
         "1.93",
         "10.94",
         "2.62",
         "8.2",
         "4.25",
         "108.61",
         "0.9",
         "7.07"
        ],
        [
         "汽车及零部件制造",
         "29.25",
         "109.0",
         "15.79",
         "20.64",
         "1.1",
         "27.22",
         "17.18",
         "36.45",
         "4.08",
         "47.66",
         "1.75",
         "2.33",
         "22.22",
         "13.39",
         "86.03",
         "9.59",
         "19.77",
         "71.71",
         "56.71",
         "2335.69",
         "16.51",
         "25.52",
         "22.45",
         "12.12",
         "67.81",
         "97.65",
         "501.66",
         "394.93",
         "4.99",
         "123.8",
         "47.53",
         "62.19",
         "147.73",
         "19.06",
         "99.15",
         "47.23",
         "35.41",
         "3.77",
         "17.5",
         "166.71"
        ],
        [
         "其他交通设备",
         "96.27",
         "11.68",
         "0.25",
         "0.17",
         "0.32",
         "0.74",
         "1.05",
         "0.98",
         "7.86",
         "0.97",
         "0.12",
         "0.07",
         "2.95",
         "1.28",
         "10.4",
         "3.61",
         "5.48",
         "16.02",
         "9.66",
         "7.25",
         "397.6",
         "10.63",
         "14.75",
         "3.94",
         "7.65",
         "5.86",
         "22.45",
         "566.72",
         "0.76",
         "0.23",
         "3.98",
         "0.16",
         "1.09",
         "5.08",
         "7.24",
         "5.37",
         "6.61",
         "0.58",
         "5.38",
         "6.19"
        ],
        [
         "电气机械",
         "25.1",
         "155.32",
         "5.72",
         "10.75",
         "1.26",
         "41.9",
         "14.5",
         "21.33",
         "11.89",
         "82.62",
         "7.75",
         "4.81",
         "26.42",
         "37.02",
         "70.64",
         "17.1",
         "33.34",
         "352.8",
         "184.49",
         "113.68",
         "101.78",
         "690.04",
         "864.74",
         "107.84",
         "241.03",
         "832.98",
         "245.55",
         "51.37",
         "41.77",
         "376.4",
         "17.94",
         "61.78",
         "179.18",
         "49.82",
         "10.06",
         "15.4",
         "30.82",
         "8.51",
         "7.63",
         "16.11"
        ],
        [
         "计算机通信设备",
         "10.67",
         "31.92",
         "4.16",
         "5.55",
         "0.36",
         "32.51",
         "6.3",
         "13.48",
         "57.83",
         "45.16",
         "9.33",
         "2.89",
         "24.9",
         "23.16",
         "12.79",
         "7.12",
         "14.36",
         "139.1",
         "124.85",
         "22.35",
         "35.07",
         "231.72",
         "5880.99",
         "334.1",
         "39.3",
         "78.78",
         "299.54",
         "49.84",
         "5.2",
         "597.95",
         "80.86",
         "5.21",
         "754.34",
         "137.15",
         "4.6",
         "81.78",
         "43.9",
         "8.38",
         "13.89",
         "39.64"
        ],
        [
         "其他制造业",
         "46.67",
         "100.95",
         "9.96",
         "21.44",
         "1.63",
         "68.3",
         "23.32",
         "158.68",
         "14.01",
         "91.56",
         "15.7",
         "7.15",
         "48.24",
         "62.9",
         "471.29",
         "197.91",
         "42.28",
         "133.27",
         "31.84",
         "42.4",
         "29.27",
         "75.85",
         "66.43",
         "237.3",
         "131.88",
         "464.98",
         "45.35",
         "41.55",
         "20.19",
         "139.85",
         "58.38",
         "3.83",
         "22.93",
         "39.99",
         "13.78",
         "130.81",
         "70.42",
         "31.23",
         "11.07",
         "43.14"
        ],
        [
         "水电燃",
         "331.89",
         "673.5",
         "73.79",
         "88.69",
         "3.65",
         "261.16",
         "96.42",
         "140.38",
         "20.96",
         "900.36",
         "68.9",
         "35.95",
         "182.94",
         "365.1",
         "600.94",
         "240.25",
         "242.26",
         "193.78",
         "114.47",
         "95.14",
         "41.34",
         "105.94",
         "127.14",
         "57.91",
         "449.85",
         "419.95",
         "322.84",
         "225.96",
         "190.8",
         "140.93",
         "80.96",
         "52.69",
         "55.38",
         "36.28",
         "34.07",
         "68.93",
         "245.61",
         "65.04",
         "24.59",
         "134.86"
        ],
        [
         "建筑业",
         "49.71",
         "14.06",
         "1.38",
         "2.36",
         "0.19",
         "6.64",
         "1.3",
         "2.39",
         "0.45",
         "8.51",
         "1.61",
         "0.54",
         "3.27",
         "4.87",
         "6.42",
         "2.81",
         "1.82",
         "4.46",
         "2.31",
         "6.52",
         "1.76",
         "3.13",
         "2.8",
         "6.78",
         "7.98",
         "33.86",
         "118.37",
         "196.19",
         "112.12",
         "53.21",
         "111.5",
         "297.69",
         "24.13",
         "49.54",
         "43.73",
         "82.63",
         "320.99",
         "76.22",
         "20.68",
         "156.56"
        ],
        [
         "批发零售",
         "744.29",
         "233.75",
         "391.63",
         "284.03",
         "46.68",
         "745.3",
         "201.3",
         "323.3",
         "64.23",
         "603.46",
         "111.76",
         "43.54",
         "240.4",
         "273.11",
         "438.67",
         "172.15",
         "203.45",
         "295.12",
         "171.27",
         "265.07",
         "100.42",
         "295.96",
         "519.63",
         "184.95",
         "341.34",
         "1240.63",
         "357.56",
         "281.56",
         "385.96",
         "178.38",
         "56.2",
         "39.76",
         "183.74",
         "53.06",
         "29.75",
         "151.66",
         "132.05",
         "136.99",
         "68.74",
         "168.75"
        ],
        [
         "交通运输",
         "615.22",
         "381.77",
         "142.09",
         "238.89",
         "8.89",
         "333.54",
         "183.58",
         "208.32",
         "38.3",
         "680.19",
         "81.03",
         "26.49",
         "200.57",
         "338.65",
         "535.33",
         "119.78",
         "216.23",
         "259.69",
         "161.21",
         "169.34",
         "52.36",
         "210.85",
         "234.2",
         "103.41",
         "346.89",
         "1275.98",
         "554.28",
         "1628.61",
         "113.52",
         "54.52",
         "206.7",
         "68.57",
         "240.74",
         "77.23",
         "24.9",
         "82.95",
         "190.91",
         "47.39",
         "68.66",
         "398.7"
        ],
        [
         "餐饮住宿",
         "51.51",
         "83.75",
         "19.18",
         "30.83",
         "2.78",
         "107.26",
         "23.91",
         "60.94",
         "9.3",
         "62.16",
         "25.9",
         "2.86",
         "30.21",
         "54.62",
         "21.85",
         "14.12",
         "51.69",
         "89.81",
         "40.68",
         "23.13",
         "9.5",
         "78.58",
         "36.09",
         "26.2",
         "29.93",
         "163.09",
         "479.93",
         "143.75",
         "71.46",
         "37.41",
         "227.43",
         "105.77",
         "186.67",
         "87.93",
         "20.0",
         "56.97",
         "136.53",
         "31.82",
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         "3.96",
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       "      <th>农林牧渔</th>\n",
       "      <th>采矿业</th>\n",
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       "      <td>66.52</td>\n",
       "      <td>1492.95</td>\n",
       "      <td>423.65</td>\n",
       "      <td>175.17</td>\n",
       "      <td>8.92</td>\n",
       "      <td>92.96</td>\n",
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       "      <td>1.17</td>\n",
       "      <td>9.44</td>\n",
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       "      <td>31.10</td>\n",
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       "      <td>11.55</td>\n",
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       "      <td>1563.81</td>\n",
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       "      <td>717.40</td>\n",
       "      <td>0.00</td>\n",
       "      <td>242.72</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.33</td>\n",
       "      <td>0.00</td>\n",
       "      <td>61.51</td>\n",
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       "      <td>2.14</td>\n",
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       "      <td>85.71</td>\n",
       "      <td>292.13</td>\n",
       "      <td>76.61</td>\n",
       "      <td>49.92</td>\n",
       "      <td>50.85</td>\n",
       "      <td>147.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>医药制品</th>\n",
       "      <td>57.11</td>\n",
       "      <td>2.05</td>\n",
       "      <td>13.36</td>\n",
       "      <td>1.63</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.33</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.00</td>\n",
       "      <td>4.42</td>\n",
       "      <td>...</td>\n",
       "      <td>1.28</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.52</td>\n",
       "      <td>7.39</td>\n",
       "      <td>1.78</td>\n",
       "      <td>13.13</td>\n",
       "      <td>19.87</td>\n",
       "      <td>1203.43</td>\n",
       "      <td>0.95</td>\n",
       "      <td>0.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>化学纤维</th>\n",
       "      <td>20.16</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.94</td>\n",
       "      <td>23.22</td>\n",
       "      <td>581.01</td>\n",
       "      <td>7.22</td>\n",
       "      <td>5.85</td>\n",
       "      <td>47.28</td>\n",
       "      <td>24.78</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>橡胶塑料</th>\n",
       "      <td>206.15</td>\n",
       "      <td>145.74</td>\n",
       "      <td>79.67</td>\n",
       "      <td>170.96</td>\n",
       "      <td>2.98</td>\n",
       "      <td>225.48</td>\n",
       "      <td>54.10</td>\n",
       "      <td>114.44</td>\n",
       "      <td>124.94</td>\n",
       "      <td>399.80</td>\n",
       "      <td>...</td>\n",
       "      <td>1.37</td>\n",
       "      <td>7.16</td>\n",
       "      <td>4.98</td>\n",
       "      <td>10.92</td>\n",
       "      <td>19.22</td>\n",
       "      <td>14.38</td>\n",
       "      <td>7.20</td>\n",
       "      <td>26.92</td>\n",
       "      <td>2.85</td>\n",
       "      <td>7.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>非金属制品</th>\n",
       "      <td>90.10</td>\n",
       "      <td>71.77</td>\n",
       "      <td>6.34</td>\n",
       "      <td>76.11</td>\n",
       "      <td>0.49</td>\n",
       "      <td>32.74</td>\n",
       "      <td>21.74</td>\n",
       "      <td>11.73</td>\n",
       "      <td>7.15</td>\n",
       "      <td>68.61</td>\n",
       "      <td>...</td>\n",
       "      <td>8.52</td>\n",
       "      <td>87.19</td>\n",
       "      <td>3.28</td>\n",
       "      <td>20.60</td>\n",
       "      <td>16.85</td>\n",
       "      <td>17.52</td>\n",
       "      <td>35.08</td>\n",
       "      <td>10.81</td>\n",
       "      <td>8.03</td>\n",
       "      <td>22.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>黑色金属冶炼压延</th>\n",
       "      <td>30.40</td>\n",
       "      <td>236.58</td>\n",
       "      <td>3.57</td>\n",
       "      <td>10.10</td>\n",
       "      <td>0.36</td>\n",
       "      <td>21.84</td>\n",
       "      <td>57.86</td>\n",
       "      <td>5.70</td>\n",
       "      <td>35.79</td>\n",
       "      <td>63.80</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>13.45</td>\n",
       "      <td>2.42</td>\n",
       "      <td>12.11</td>\n",
       "      <td>8.45</td>\n",
       "      <td>3.96</td>\n",
       "      <td>7.76</td>\n",
       "      <td>0.81</td>\n",
       "      <td>1.45</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>有色金属冶炼压延</th>\n",
       "      <td>2.02</td>\n",
       "      <td>32.16</td>\n",
       "      <td>0.94</td>\n",
       "      <td>10.72</td>\n",
       "      <td>0.19</td>\n",
       "      <td>2.36</td>\n",
       "      <td>12.48</td>\n",
       "      <td>17.84</td>\n",
       "      <td>12.18</td>\n",
       "      <td>62.70</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>7.28</td>\n",
       "      <td>0.78</td>\n",
       "      <td>4.30</td>\n",
       "      <td>0.82</td>\n",
       "      <td>9.19</td>\n",
       "      <td>0.94</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金属制品</th>\n",
       "      <td>83.85</td>\n",
       "      <td>143.96</td>\n",
       "      <td>14.44</td>\n",
       "      <td>85.16</td>\n",
       "      <td>1.32</td>\n",
       "      <td>42.60</td>\n",
       "      <td>80.00</td>\n",
       "      <td>35.88</td>\n",
       "      <td>57.60</td>\n",
       "      <td>105.09</td>\n",
       "      <td>...</td>\n",
       "      <td>14.68</td>\n",
       "      <td>21.63</td>\n",
       "      <td>94.13</td>\n",
       "      <td>37.26</td>\n",
       "      <td>9.17</td>\n",
       "      <td>12.83</td>\n",
       "      <td>20.10</td>\n",
       "      <td>8.79</td>\n",
       "      <td>2.97</td>\n",
       "      <td>64.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>通用设备</th>\n",
       "      <td>19.62</td>\n",
       "      <td>191.98</td>\n",
       "      <td>12.20</td>\n",
       "      <td>23.14</td>\n",
       "      <td>1.38</td>\n",
       "      <td>60.45</td>\n",
       "      <td>30.12</td>\n",
       "      <td>43.04</td>\n",
       "      <td>17.52</td>\n",
       "      <td>158.23</td>\n",
       "      <td>...</td>\n",
       "      <td>44.44</td>\n",
       "      <td>46.30</td>\n",
       "      <td>104.14</td>\n",
       "      <td>53.54</td>\n",
       "      <td>35.42</td>\n",
       "      <td>7.66</td>\n",
       "      <td>45.95</td>\n",
       "      <td>25.09</td>\n",
       "      <td>6.47</td>\n",
       "      <td>7.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>专用设备</th>\n",
       "      <td>204.92</td>\n",
       "      <td>165.89</td>\n",
       "      <td>3.19</td>\n",
       "      <td>9.56</td>\n",
       "      <td>1.81</td>\n",
       "      <td>111.34</td>\n",
       "      <td>9.36</td>\n",
       "      <td>19.70</td>\n",
       "      <td>3.27</td>\n",
       "      <td>70.54</td>\n",
       "      <td>...</td>\n",
       "      <td>18.05</td>\n",
       "      <td>6.40</td>\n",
       "      <td>1.93</td>\n",
       "      <td>10.94</td>\n",
       "      <td>2.62</td>\n",
       "      <td>8.20</td>\n",
       "      <td>4.25</td>\n",
       "      <td>108.61</td>\n",
       "      <td>0.90</td>\n",
       "      <td>7.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>汽车及零部件制造</th>\n",
       "      <td>29.25</td>\n",
       "      <td>109.00</td>\n",
       "      <td>15.79</td>\n",
       "      <td>20.64</td>\n",
       "      <td>1.10</td>\n",
       "      <td>27.22</td>\n",
       "      <td>17.18</td>\n",
       "      <td>36.45</td>\n",
       "      <td>4.08</td>\n",
       "      <td>47.66</td>\n",
       "      <td>...</td>\n",
       "      <td>47.53</td>\n",
       "      <td>62.19</td>\n",
       "      <td>147.73</td>\n",
       "      <td>19.06</td>\n",
       "      <td>99.15</td>\n",
       "      <td>47.23</td>\n",
       "      <td>35.41</td>\n",
       "      <td>3.77</td>\n",
       "      <td>17.50</td>\n",
       "      <td>166.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他交通设备</th>\n",
       "      <td>96.27</td>\n",
       "      <td>11.68</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.32</td>\n",
       "      <td>0.74</td>\n",
       "      <td>1.05</td>\n",
       "      <td>0.98</td>\n",
       "      <td>7.86</td>\n",
       "      <td>0.97</td>\n",
       "      <td>...</td>\n",
       "      <td>3.98</td>\n",
       "      <td>0.16</td>\n",
       "      <td>1.09</td>\n",
       "      <td>5.08</td>\n",
       "      <td>7.24</td>\n",
       "      <td>5.37</td>\n",
       "      <td>6.61</td>\n",
       "      <td>0.58</td>\n",
       "      <td>5.38</td>\n",
       "      <td>6.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>电气机械</th>\n",
       "      <td>25.10</td>\n",
       "      <td>155.32</td>\n",
       "      <td>5.72</td>\n",
       "      <td>10.75</td>\n",
       "      <td>1.26</td>\n",
       "      <td>41.90</td>\n",
       "      <td>14.50</td>\n",
       "      <td>21.33</td>\n",
       "      <td>11.89</td>\n",
       "      <td>82.62</td>\n",
       "      <td>...</td>\n",
       "      <td>17.94</td>\n",
       "      <td>61.78</td>\n",
       "      <td>179.18</td>\n",
       "      <td>49.82</td>\n",
       "      <td>10.06</td>\n",
       "      <td>15.40</td>\n",
       "      <td>30.82</td>\n",
       "      <td>8.51</td>\n",
       "      <td>7.63</td>\n",
       "      <td>16.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>计算机通信设备</th>\n",
       "      <td>10.67</td>\n",
       "      <td>31.92</td>\n",
       "      <td>4.16</td>\n",
       "      <td>5.55</td>\n",
       "      <td>0.36</td>\n",
       "      <td>32.51</td>\n",
       "      <td>6.30</td>\n",
       "      <td>13.48</td>\n",
       "      <td>57.83</td>\n",
       "      <td>45.16</td>\n",
       "      <td>...</td>\n",
       "      <td>80.86</td>\n",
       "      <td>5.21</td>\n",
       "      <td>754.34</td>\n",
       "      <td>137.15</td>\n",
       "      <td>4.60</td>\n",
       "      <td>81.78</td>\n",
       "      <td>43.90</td>\n",
       "      <td>8.38</td>\n",
       "      <td>13.89</td>\n",
       "      <td>39.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他制造业</th>\n",
       "      <td>46.67</td>\n",
       "      <td>100.95</td>\n",
       "      <td>9.96</td>\n",
       "      <td>21.44</td>\n",
       "      <td>1.63</td>\n",
       "      <td>68.30</td>\n",
       "      <td>23.32</td>\n",
       "      <td>158.68</td>\n",
       "      <td>14.01</td>\n",
       "      <td>91.56</td>\n",
       "      <td>...</td>\n",
       "      <td>58.38</td>\n",
       "      <td>3.83</td>\n",
       "      <td>22.93</td>\n",
       "      <td>39.99</td>\n",
       "      <td>13.78</td>\n",
       "      <td>130.81</td>\n",
       "      <td>70.42</td>\n",
       "      <td>31.23</td>\n",
       "      <td>11.07</td>\n",
       "      <td>43.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水电燃</th>\n",
       "      <td>331.89</td>\n",
       "      <td>673.50</td>\n",
       "      <td>73.79</td>\n",
       "      <td>88.69</td>\n",
       "      <td>3.65</td>\n",
       "      <td>261.16</td>\n",
       "      <td>96.42</td>\n",
       "      <td>140.38</td>\n",
       "      <td>20.96</td>\n",
       "      <td>900.36</td>\n",
       "      <td>...</td>\n",
       "      <td>80.96</td>\n",
       "      <td>52.69</td>\n",
       "      <td>55.38</td>\n",
       "      <td>36.28</td>\n",
       "      <td>34.07</td>\n",
       "      <td>68.93</td>\n",
       "      <td>245.61</td>\n",
       "      <td>65.04</td>\n",
       "      <td>24.59</td>\n",
       "      <td>134.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>建筑业</th>\n",
       "      <td>49.71</td>\n",
       "      <td>14.06</td>\n",
       "      <td>1.38</td>\n",
       "      <td>2.36</td>\n",
       "      <td>0.19</td>\n",
       "      <td>6.64</td>\n",
       "      <td>1.30</td>\n",
       "      <td>2.39</td>\n",
       "      <td>0.45</td>\n",
       "      <td>8.51</td>\n",
       "      <td>...</td>\n",
       "      <td>111.50</td>\n",
       "      <td>297.69</td>\n",
       "      <td>24.13</td>\n",
       "      <td>49.54</td>\n",
       "      <td>43.73</td>\n",
       "      <td>82.63</td>\n",
       "      <td>320.99</td>\n",
       "      <td>76.22</td>\n",
       "      <td>20.68</td>\n",
       "      <td>156.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>批发零售</th>\n",
       "      <td>744.29</td>\n",
       "      <td>233.75</td>\n",
       "      <td>391.63</td>\n",
       "      <td>284.03</td>\n",
       "      <td>46.68</td>\n",
       "      <td>745.30</td>\n",
       "      <td>201.30</td>\n",
       "      <td>323.30</td>\n",
       "      <td>64.23</td>\n",
       "      <td>603.46</td>\n",
       "      <td>...</td>\n",
       "      <td>56.20</td>\n",
       "      <td>39.76</td>\n",
       "      <td>183.74</td>\n",
       "      <td>53.06</td>\n",
       "      <td>29.75</td>\n",
       "      <td>151.66</td>\n",
       "      <td>132.05</td>\n",
       "      <td>136.99</td>\n",
       "      <td>68.74</td>\n",
       "      <td>168.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>交通运输</th>\n",
       "      <td>615.22</td>\n",
       "      <td>381.77</td>\n",
       "      <td>142.09</td>\n",
       "      <td>238.89</td>\n",
       "      <td>8.89</td>\n",
       "      <td>333.54</td>\n",
       "      <td>183.58</td>\n",
       "      <td>208.32</td>\n",
       "      <td>38.30</td>\n",
       "      <td>680.19</td>\n",
       "      <td>...</td>\n",
       "      <td>206.70</td>\n",
       "      <td>68.57</td>\n",
       "      <td>240.74</td>\n",
       "      <td>77.23</td>\n",
       "      <td>24.90</td>\n",
       "      <td>82.95</td>\n",
       "      <td>190.91</td>\n",
       "      <td>47.39</td>\n",
       "      <td>68.66</td>\n",
       "      <td>398.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>餐饮住宿</th>\n",
       "      <td>51.51</td>\n",
       "      <td>83.75</td>\n",
       "      <td>19.18</td>\n",
       "      <td>30.83</td>\n",
       "      <td>2.78</td>\n",
       "      <td>107.26</td>\n",
       "      <td>23.91</td>\n",
       "      <td>60.94</td>\n",
       "      <td>9.30</td>\n",
       "      <td>62.16</td>\n",
       "      <td>...</td>\n",
       "      <td>227.43</td>\n",
       "      <td>105.77</td>\n",
       "      <td>186.67</td>\n",
       "      <td>87.93</td>\n",
       "      <td>20.00</td>\n",
       "      <td>56.97</td>\n",
       "      <td>136.53</td>\n",
       "      <td>31.82</td>\n",
       "      <td>36.80</td>\n",
       "      <td>599.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>软件和信息技术服务业</th>\n",
       "      <td>44.18</td>\n",
       "      <td>109.21</td>\n",
       "      <td>12.20</td>\n",
       "      <td>49.20</td>\n",
       "      <td>0.86</td>\n",
       "      <td>128.35</td>\n",
       "      <td>36.95</td>\n",
       "      <td>19.12</td>\n",
       "      <td>8.79</td>\n",
       "      <td>102.51</td>\n",
       "      <td>...</td>\n",
       "      <td>321.09</td>\n",
       "      <td>41.76</td>\n",
       "      <td>71.87</td>\n",
       "      <td>37.71</td>\n",
       "      <td>15.21</td>\n",
       "      <td>37.26</td>\n",
       "      <td>89.56</td>\n",
       "      <td>31.81</td>\n",
       "      <td>66.59</td>\n",
       "      <td>305.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金融</th>\n",
       "      <td>451.39</td>\n",
       "      <td>161.28</td>\n",
       "      <td>51.45</td>\n",
       "      <td>55.55</td>\n",
       "      <td>7.63</td>\n",
       "      <td>156.03</td>\n",
       "      <td>44.14</td>\n",
       "      <td>82.35</td>\n",
       "      <td>8.57</td>\n",
       "      <td>172.46</td>\n",
       "      <td>...</td>\n",
       "      <td>498.54</td>\n",
       "      <td>569.60</td>\n",
       "      <td>157.79</td>\n",
       "      <td>86.56</td>\n",
       "      <td>7.06</td>\n",
       "      <td>93.00</td>\n",
       "      <td>21.21</td>\n",
       "      <td>9.79</td>\n",
       "      <td>13.86</td>\n",
       "      <td>271.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>房地产</th>\n",
       "      <td>8.85</td>\n",
       "      <td>5.72</td>\n",
       "      <td>7.36</td>\n",
       "      <td>7.69</td>\n",
       "      <td>0.05</td>\n",
       "      <td>37.17</td>\n",
       "      <td>13.16</td>\n",
       "      <td>7.53</td>\n",
       "      <td>10.59</td>\n",
       "      <td>13.80</td>\n",
       "      <td>...</td>\n",
       "      <td>307.52</td>\n",
       "      <td>70.24</td>\n",
       "      <td>52.47</td>\n",
       "      <td>5.10</td>\n",
       "      <td>5.68</td>\n",
       "      <td>116.95</td>\n",
       "      <td>31.67</td>\n",
       "      <td>11.62</td>\n",
       "      <td>19.87</td>\n",
       "      <td>736.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>租赁和商务服务</th>\n",
       "      <td>66.63</td>\n",
       "      <td>85.38</td>\n",
       "      <td>45.08</td>\n",
       "      <td>200.12</td>\n",
       "      <td>13.43</td>\n",
       "      <td>236.33</td>\n",
       "      <td>49.31</td>\n",
       "      <td>46.26</td>\n",
       "      <td>17.42</td>\n",
       "      <td>143.26</td>\n",
       "      <td>...</td>\n",
       "      <td>169.90</td>\n",
       "      <td>274.67</td>\n",
       "      <td>162.71</td>\n",
       "      <td>36.64</td>\n",
       "      <td>18.84</td>\n",
       "      <td>25.55</td>\n",
       "      <td>51.13</td>\n",
       "      <td>16.23</td>\n",
       "      <td>32.35</td>\n",
       "      <td>119.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>科学技术研究</th>\n",
       "      <td>131.49</td>\n",
       "      <td>80.87</td>\n",
       "      <td>10.74</td>\n",
       "      <td>11.17</td>\n",
       "      <td>0.63</td>\n",
       "      <td>20.34</td>\n",
       "      <td>3.89</td>\n",
       "      <td>11.43</td>\n",
       "      <td>1.33</td>\n",
       "      <td>33.49</td>\n",
       "      <td>...</td>\n",
       "      <td>6.77</td>\n",
       "      <td>10.36</td>\n",
       "      <td>2.66</td>\n",
       "      <td>72.48</td>\n",
       "      <td>5.51</td>\n",
       "      <td>2.33</td>\n",
       "      <td>33.90</td>\n",
       "      <td>4.95</td>\n",
       "      <td>1.10</td>\n",
       "      <td>17.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水利生态设施管理</th>\n",
       "      <td>54.23</td>\n",
       "      <td>15.74</td>\n",
       "      <td>0.81</td>\n",
       "      <td>1.11</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2.08</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.01</td>\n",
       "      <td>6.97</td>\n",
       "      <td>...</td>\n",
       "      <td>9.56</td>\n",
       "      <td>5.34</td>\n",
       "      <td>21.42</td>\n",
       "      <td>6.12</td>\n",
       "      <td>43.36</td>\n",
       "      <td>44.78</td>\n",
       "      <td>11.21</td>\n",
       "      <td>2.36</td>\n",
       "      <td>1.59</td>\n",
       "      <td>90.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>居民服务其他服务</th>\n",
       "      <td>64.26</td>\n",
       "      <td>63.98</td>\n",
       "      <td>14.36</td>\n",
       "      <td>18.58</td>\n",
       "      <td>1.71</td>\n",
       "      <td>58.10</td>\n",
       "      <td>8.61</td>\n",
       "      <td>22.76</td>\n",
       "      <td>3.96</td>\n",
       "      <td>94.65</td>\n",
       "      <td>...</td>\n",
       "      <td>12.84</td>\n",
       "      <td>7.55</td>\n",
       "      <td>39.24</td>\n",
       "      <td>26.64</td>\n",
       "      <td>9.74</td>\n",
       "      <td>155.59</td>\n",
       "      <td>43.69</td>\n",
       "      <td>7.47</td>\n",
       "      <td>9.14</td>\n",
       "      <td>15.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>教育</th>\n",
       "      <td>20.99</td>\n",
       "      <td>23.07</td>\n",
       "      <td>2.10</td>\n",
       "      <td>4.53</td>\n",
       "      <td>0.83</td>\n",
       "      <td>12.08</td>\n",
       "      <td>2.56</td>\n",
       "      <td>6.55</td>\n",
       "      <td>1.52</td>\n",
       "      <td>12.76</td>\n",
       "      <td>...</td>\n",
       "      <td>37.13</td>\n",
       "      <td>6.03</td>\n",
       "      <td>10.41</td>\n",
       "      <td>5.80</td>\n",
       "      <td>5.38</td>\n",
       "      <td>4.15</td>\n",
       "      <td>17.95</td>\n",
       "      <td>10.89</td>\n",
       "      <td>4.22</td>\n",
       "      <td>59.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>卫生社会</th>\n",
       "      <td>11.41</td>\n",
       "      <td>21.50</td>\n",
       "      <td>18.52</td>\n",
       "      <td>2.68</td>\n",
       "      <td>0.14</td>\n",
       "      <td>24.39</td>\n",
       "      <td>3.10</td>\n",
       "      <td>4.33</td>\n",
       "      <td>2.21</td>\n",
       "      <td>9.95</td>\n",
       "      <td>...</td>\n",
       "      <td>21.81</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.91</td>\n",
       "      <td>13.53</td>\n",
       "      <td>2.56</td>\n",
       "      <td>2.69</td>\n",
       "      <td>21.63</td>\n",
       "      <td>10.34</td>\n",
       "      <td>6.18</td>\n",
       "      <td>20.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>文化体育娱乐</th>\n",
       "      <td>4.49</td>\n",
       "      <td>18.01</td>\n",
       "      <td>6.51</td>\n",
       "      <td>10.60</td>\n",
       "      <td>0.68</td>\n",
       "      <td>24.44</td>\n",
       "      <td>7.77</td>\n",
       "      <td>8.56</td>\n",
       "      <td>3.09</td>\n",
       "      <td>22.30</td>\n",
       "      <td>...</td>\n",
       "      <td>31.09</td>\n",
       "      <td>8.93</td>\n",
       "      <td>46.57</td>\n",
       "      <td>14.27</td>\n",
       "      <td>17.55</td>\n",
       "      <td>7.21</td>\n",
       "      <td>56.60</td>\n",
       "      <td>15.11</td>\n",
       "      <td>69.57</td>\n",
       "      <td>59.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>公共管理和社会组织</th>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 40 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               农林牧渔     采矿业     农副食品     食品饮料      烟草     纺织服装    木材家具  \\\n",
       "农林牧渔        4636.82   40.05  3777.47  1022.53   66.52  1492.95  423.65   \n",
       "采矿业           98.04  352.26    13.10    43.72    1.03    50.97   28.26   \n",
       "农副食品        1563.81    0.00   557.28   717.40    0.00   242.72    0.00   \n",
       "食品饮料           6.21    2.41   130.17   383.86    0.06     4.24    0.17   \n",
       "烟草             1.72    0.00     0.00     0.00  162.94     0.00    0.00   \n",
       "纺织服装          21.35   51.82    18.86     9.07    0.93  5807.73  101.51   \n",
       "木材家具          75.81   36.81     4.19    10.01    0.76    18.78  939.04   \n",
       "造纸印刷          41.46   21.30    30.65   229.96   43.53   149.24   54.09   \n",
       "文体工美           8.17    3.93     1.31     0.56    0.05     1.94    0.73   \n",
       "石油化工        1922.06  471.41    53.28   153.73    6.40   602.88  312.58   \n",
       "医药制品          57.11    2.05    13.36     1.63    0.00     1.33    0.01   \n",
       "化学纤维          20.16    0.00     0.00     0.94   23.22   581.01    7.22   \n",
       "橡胶塑料         206.15  145.74    79.67   170.96    2.98   225.48   54.10   \n",
       "非金属制品         90.10   71.77     6.34    76.11    0.49    32.74   21.74   \n",
       "黑色金属冶炼压延      30.40  236.58     3.57    10.10    0.36    21.84   57.86   \n",
       "有色金属冶炼压延       2.02   32.16     0.94    10.72    0.19     2.36   12.48   \n",
       "金属制品          83.85  143.96    14.44    85.16    1.32    42.60   80.00   \n",
       "通用设备          19.62  191.98    12.20    23.14    1.38    60.45   30.12   \n",
       "专用设备         204.92  165.89     3.19     9.56    1.81   111.34    9.36   \n",
       "汽车及零部件制造      29.25  109.00    15.79    20.64    1.10    27.22   17.18   \n",
       "其他交通设备        96.27   11.68     0.25     0.17    0.32     0.74    1.05   \n",
       "电气机械          25.10  155.32     5.72    10.75    1.26    41.90   14.50   \n",
       "计算机通信设备       10.67   31.92     4.16     5.55    0.36    32.51    6.30   \n",
       "其他制造业         46.67  100.95     9.96    21.44    1.63    68.30   23.32   \n",
       "水电燃          331.89  673.50    73.79    88.69    3.65   261.16   96.42   \n",
       "建筑业           49.71   14.06     1.38     2.36    0.19     6.64    1.30   \n",
       "批发零售         744.29  233.75   391.63   284.03   46.68   745.30  201.30   \n",
       "交通运输         615.22  381.77   142.09   238.89    8.89   333.54  183.58   \n",
       "餐饮住宿          51.51   83.75    19.18    30.83    2.78   107.26   23.91   \n",
       "软件和信息技术服务业    44.18  109.21    12.20    49.20    0.86   128.35   36.95   \n",
       "金融           451.39  161.28    51.45    55.55    7.63   156.03   44.14   \n",
       "房地产            8.85    5.72     7.36     7.69    0.05    37.17   13.16   \n",
       "租赁和商务服务       66.63   85.38    45.08   200.12   13.43   236.33   49.31   \n",
       "科学技术研究       131.49   80.87    10.74    11.17    0.63    20.34    3.89   \n",
       "水利生态设施管理      54.23   15.74     0.81     1.11    0.00     2.08    0.17   \n",
       "居民服务其他服务      64.26   63.98    14.36    18.58    1.71    58.10    8.61   \n",
       "教育            20.99   23.07     2.10     4.53    0.83    12.08    2.56   \n",
       "卫生社会          11.41   21.50    18.52     2.68    0.14    24.39    3.10   \n",
       "文化体育娱乐         4.49   18.01     6.51    10.60    0.68    24.44    7.77   \n",
       "公共管理和社会组织      0.00    0.00     0.00     0.00    0.00     0.00    0.00   \n",
       "\n",
       "               造纸印刷    文体工美     石油化工  ...      金融     房地产  租赁和商务服务  科学技术研究  \\\n",
       "农林牧渔         175.17    8.92    92.96  ...    0.00    1.17     9.44   14.98   \n",
       "采矿业           34.51    2.33  4464.59  ...    2.67   31.08     5.37   18.69   \n",
       "农副食品           1.33    0.00    61.51  ...    0.00    0.00     2.14    1.04   \n",
       "食品饮料           0.00    0.00    24.83  ...    1.00    0.09    16.23    1.45   \n",
       "烟草             0.00    0.00     0.00  ...    0.00    0.00     0.35    0.58   \n",
       "纺织服装          58.05  105.43    47.94  ...   27.27    4.39    21.71   10.16   \n",
       "木材家具          52.73   51.03    19.00  ...   15.32   16.87     6.57    7.30   \n",
       "造纸印刷        1533.82   85.32   108.21  ...  106.80    4.98   367.21   22.52   \n",
       "文体工美           0.77   38.55     6.27  ...   32.59   10.00    10.57    4.37   \n",
       "石油化工         433.21   74.42  4002.48  ...   55.77   25.33    40.04   34.90   \n",
       "医药制品           0.03    0.00     4.42  ...    1.28    0.13     0.52    7.39   \n",
       "化学纤维           5.85   47.28    24.78  ...    0.00    0.06     0.00    0.15   \n",
       "橡胶塑料         114.44  124.94   399.80  ...    1.37    7.16     4.98   10.92   \n",
       "非金属制品         11.73    7.15    68.61  ...    8.52   87.19     3.28   20.60   \n",
       "黑色金属冶炼压延       5.70   35.79    63.80  ...    0.00   13.45     2.42   12.11   \n",
       "有色金属冶炼压延      17.84   12.18    62.70  ...    0.00    7.28     0.78    4.30   \n",
       "金属制品          35.88   57.60   105.09  ...   14.68   21.63    94.13   37.26   \n",
       "通用设备          43.04   17.52   158.23  ...   44.44   46.30   104.14   53.54   \n",
       "专用设备          19.70    3.27    70.54  ...   18.05    6.40     1.93   10.94   \n",
       "汽车及零部件制造      36.45    4.08    47.66  ...   47.53   62.19   147.73   19.06   \n",
       "其他交通设备         0.98    7.86     0.97  ...    3.98    0.16     1.09    5.08   \n",
       "电气机械          21.33   11.89    82.62  ...   17.94   61.78   179.18   49.82   \n",
       "计算机通信设备       13.48   57.83    45.16  ...   80.86    5.21   754.34  137.15   \n",
       "其他制造业        158.68   14.01    91.56  ...   58.38    3.83    22.93   39.99   \n",
       "水电燃          140.38   20.96   900.36  ...   80.96   52.69    55.38   36.28   \n",
       "建筑业            2.39    0.45     8.51  ...  111.50  297.69    24.13   49.54   \n",
       "批发零售         323.30   64.23   603.46  ...   56.20   39.76   183.74   53.06   \n",
       "交通运输         208.32   38.30   680.19  ...  206.70   68.57   240.74   77.23   \n",
       "餐饮住宿          60.94    9.30    62.16  ...  227.43  105.77   186.67   87.93   \n",
       "软件和信息技术服务业    19.12    8.79   102.51  ...  321.09   41.76    71.87   37.71   \n",
       "金融            82.35    8.57   172.46  ...  498.54  569.60   157.79   86.56   \n",
       "房地产            7.53   10.59    13.80  ...  307.52   70.24    52.47    5.10   \n",
       "租赁和商务服务       46.26   17.42   143.26  ...  169.90  274.67   162.71   36.64   \n",
       "科学技术研究        11.43    1.33    33.49  ...    6.77   10.36     2.66   72.48   \n",
       "水利生态设施管理       0.25    0.01     6.97  ...    9.56    5.34    21.42    6.12   \n",
       "居民服务其他服务      22.76    3.96    94.65  ...   12.84    7.55    39.24   26.64   \n",
       "教育             6.55    1.52    12.76  ...   37.13    6.03    10.41    5.80   \n",
       "卫生社会           4.33    2.21     9.95  ...   21.81    0.45     0.91   13.53   \n",
       "文化体育娱乐         8.56    3.09    22.30  ...   31.09    8.93    46.57   14.27   \n",
       "公共管理和社会组织      0.00    0.00     0.00  ...    0.00    0.00     0.00    0.00   \n",
       "\n",
       "            水利生态设施管理  居民服务其他服务      教育     卫生社会  文化体育娱乐  公共管理和社会组织  \n",
       "农林牧渔           13.55     31.10   36.69    11.55   13.20       0.00  \n",
       "采矿业            14.38     50.98   74.88    14.27    3.03      28.64  \n",
       "农副食品            3.18     10.04   33.48     1.56   10.17       0.00  \n",
       "食品饮料            5.82     76.08   29.58     9.97   62.39       0.00  \n",
       "烟草              0.53      5.50    0.00     0.17   37.10       0.00  \n",
       "纺织服装            7.61    400.95   28.57    26.02   20.27     388.75  \n",
       "木材家具            7.80    127.57  104.56    20.84   15.79     192.48  \n",
       "造纸印刷            7.31    120.99  297.09    17.63  194.18     389.38  \n",
       "文体工美            3.27     12.21   24.43     4.38   10.65      25.70  \n",
       "石油化工           85.71    292.13   76.61    49.92   50.85     147.36  \n",
       "医药制品            1.78     13.13   19.87  1203.43    0.95       0.50  \n",
       "化学纤维            0.00      0.00    0.00     0.00    0.03       0.00  \n",
       "橡胶塑料           19.22     14.38    7.20    26.92    2.85       7.19  \n",
       "非金属制品          16.85     17.52   35.08    10.81    8.03      22.92  \n",
       "黑色金属冶炼压延        8.45      3.96    7.76     0.81    1.45       0.00  \n",
       "有色金属冶炼压延        0.82      9.19    0.94     0.01    0.09       0.00  \n",
       "金属制品            9.17     12.83   20.10     8.79    2.97      64.68  \n",
       "通用设备           35.42      7.66   45.95    25.09    6.47       7.12  \n",
       "专用设备            2.62      8.20    4.25   108.61    0.90       7.07  \n",
       "汽车及零部件制造       99.15     47.23   35.41     3.77   17.50     166.71  \n",
       "其他交通设备          7.24      5.37    6.61     0.58    5.38       6.19  \n",
       "电气机械           10.06     15.40   30.82     8.51    7.63      16.11  \n",
       "计算机通信设备         4.60     81.78   43.90     8.38   13.89      39.64  \n",
       "其他制造业          13.78    130.81   70.42    31.23   11.07      43.14  \n",
       "水电燃            34.07     68.93  245.61    65.04   24.59     134.86  \n",
       "建筑业            43.73     82.63  320.99    76.22   20.68     156.56  \n",
       "批发零售           29.75    151.66  132.05   136.99   68.74     168.75  \n",
       "交通运输           24.90     82.95  190.91    47.39   68.66     398.70  \n",
       "餐饮住宿           20.00     56.97  136.53    31.82   36.80     599.83  \n",
       "软件和信息技术服务业     15.21     37.26   89.56    31.81   66.59     305.94  \n",
       "金融              7.06     93.00   21.21     9.79   13.86     271.19  \n",
       "房地产             5.68    116.95   31.67    11.62   19.87     736.87  \n",
       "租赁和商务服务        18.84     25.55   51.13    16.23   32.35     119.54  \n",
       "科学技术研究          5.51      2.33   33.90     4.95    1.10      17.93  \n",
       "水利生态设施管理       43.36     44.78   11.21     2.36    1.59      90.02  \n",
       "居民服务其他服务        9.74    155.59   43.69     7.47    9.14      15.40  \n",
       "教育              5.38      4.15   17.95    10.89    4.22      59.37  \n",
       "卫生社会            2.56      2.69   21.63    10.34    6.18      20.00  \n",
       "文化体育娱乐         17.55      7.21   56.60    15.11   69.57      59.07  \n",
       "公共管理和社会组织       0.00      0.00    0.00     0.00    0.00       0.00  \n",
       "\n",
       "[40 rows x 40 columns]"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 2002年q1数据\n",
    "mio.Y2002.q1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "4d575851",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "index",
         "rawType": "object",
         "type": "string"
        },
        {
         "name": "农林牧渔",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "采矿业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "农副食品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "食品饮料",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "烟草",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "纺织服装",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "木材家具",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "造纸印刷",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "文体工美",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "石油化工",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "医药制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "化学纤维",
         "rawType": "float64",
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        },
        {
         "name": "橡胶塑料",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "非金属制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "黑色金属冶炼压延",
         "rawType": "float64",
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        },
        {
         "name": "有色金属冶炼压延",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "金属制品",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "通用设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "专用设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "汽车及零部件制造",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "其他交通设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "电气机械",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "计算机通信设备",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "其他制造业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "水电燃",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "建筑业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "批发零售",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "交通运输",
         "rawType": "float64",
         "type": "float"
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        {
         "name": "餐饮住宿",
         "rawType": "float64",
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        {
         "name": "软件和信息技术服务业",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "金融",
         "rawType": "float64",
         "type": "float"
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        {
         "name": "房地产",
         "rawType": "float64",
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         "name": "租赁和商务服务",
         "rawType": "float64",
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        {
         "name": "科学技术研究",
         "rawType": "float64",
         "type": "float"
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        {
         "name": "水利生态设施管理",
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        {
         "name": "居民服务其他服务",
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        },
        {
         "name": "文化体育娱乐",
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         "type": "float"
        },
        {
         "name": "公共管理和社会组织",
         "rawType": "float64",
         "type": "float"
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       ],
       "ref": "a8f134d7-0565-46c9-a909-45d466afcc04",
       "rows": [
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         "4636.82",
         "40.05",
         "3777.47",
         "1022.53",
         "66.52",
         "1492.95",
         "423.65",
         "175.17",
         "8.92",
         "92.96",
         "198.53",
         "21.28",
         "351.15",
         "4.48",
         "0.12",
         "0.84",
         "2.73",
         "2.5",
         "4.23",
         "0.26",
         "1.33",
         "0.68",
         "2.07",
         "185.43",
         "5.85",
         "2286.3",
         "248.43",
         "131.68",
         "1020.91",
         "1.25",
         "0.0",
         "1.17",
         "9.44",
         "14.98",
         "13.55",
         "31.1",
         "36.69",
         "11.55",
         "13.2",
         "0.0"
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        [
         "采矿业",
         "98.04",
         "352.26",
         "13.1",
         "43.72",
         "1.03",
         "50.97",
         "28.26",
         "34.51",
         "2.33",
         "4464.59",
         "7.47",
         "104.44",
         "24.2",
         "561.4",
         "1198.78",
         "644.41",
         "145.17",
         "88.69",
         "40.24",
         "35.93",
         "11.21",
         "54.27",
         "10.85",
         "27.4",
         "1467.35",
         "702.58",
         "20.12",
         "77.8",
         "29.61",
         "6.87",
         "2.67",
         "31.08",
         "5.37",
         "18.69",
         "14.38",
         "50.98",
         "74.88",
         "14.27",
         "3.03",
         "28.64"
        ],
        [
         "农副食品",
         "1563.81",
         "0.0",
         "557.28",
         "717.4",
         "0.0",
         "242.72",
         "0.0",
         "1.33",
         "0.0",
         "61.51",
         "51.07",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "10.15",
         "0.0",
         "0.0",
         "27.27",
         "5.58",
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         "0.12",
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         "2.14",
         "1.04",
         "3.18",
         "10.04",
         "33.48",
         "1.56",
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         "食品饮料",
         "6.21",
         "2.41",
         "130.17",
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         "0.06",
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         "0.0",
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         "0.45",
         "0.2",
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         "0.0",
         "0.0",
         "0.0",
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         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.0",
         "0.05",
         "0.0",
         "24.61",
         "7.66",
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         "754.29",
         "1.73",
         "1.0",
         "0.09",
         "16.23",
         "1.45",
         "5.82",
         "76.08",
         "29.58",
         "9.97",
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         "1.72",
         "0.0",
         "0.0",
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         "21.35",
         "51.82",
         "18.86",
         "9.07",
         "0.93",
         "5807.73",
         "101.51",
         "58.05",
         "105.43",
         "47.94",
         "11.93",
         "7.25",
         "85.62",
         "46.01",
         "15.98",
         "12.47",
         "27.75",
         "27.61",
         "65.89",
         "37.0",
         "10.41",
         "16.1",
         "29.35",
         "188.14",
         "24.41",
         "105.89",
         "164.49",
         "61.98",
         "41.36",
         "12.97",
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         "4.39",
         "21.71",
         "10.16",
         "7.61",
         "400.95",
         "28.57",
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         "388.75"
        ],
        [
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         "75.81",
         "36.81",
         "4.19",
         "10.01",
         "0.76",
         "18.78",
         "939.04",
         "52.73",
         "51.03",
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         "4.39",
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         "9.67",
         "23.97",
         "16.73",
         "39.75",
         "7.62",
         "907.05",
         "79.95",
         "17.29",
         "16.93",
         "3.42",
         "15.32",
         "16.87",
         "6.57",
         "7.3",
         "7.8",
         "127.57",
         "104.56",
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         "15.79",
         "192.48"
        ],
        [
         "造纸印刷",
         "41.46",
         "21.3",
         "30.65",
         "229.96",
         "43.53",
         "149.24",
         "54.09",
         "1533.82",
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         "108.21",
         "80.26",
         "18.03",
         "79.24",
         "174.68",
         "6.83",
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         "50.33",
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         "13.52",
         "11.16",
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         "119.37",
         "19.84",
         "22.92",
         "592.9",
         "89.29",
         "16.26",
         "164.25",
         "106.8",
         "4.98",
         "367.21",
         "22.52",
         "7.31",
         "120.99",
         "297.09",
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         "194.18",
         "389.38"
        ],
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         "8.17",
         "3.93",
         "1.31",
         "0.56",
         "0.05",
         "1.94",
         "0.73",
         "0.77",
         "38.55",
         "6.27",
         "1.17",
         "0.22",
         "0.63",
         "1.79",
         "1.13",
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         "1.02",
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         "0.52",
         "2.33",
         "4.25",
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         "18.37",
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         "10.0",
         "10.57",
         "4.37",
         "3.27",
         "12.21",
         "24.43",
         "4.38",
         "10.65",
         "25.7"
        ],
        [
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         "1922.06",
         "471.41",
         "53.28",
         "153.73",
         "6.4",
         "602.88",
         "312.58",
         "433.21",
         "74.42",
         "4002.48",
         "202.37",
         "356.02",
         "2010.55",
         "448.22",
         "563.47",
         "162.22",
         "181.55",
         "176.66",
         "106.23",
         "155.02",
         "68.26",
         "323.35",
         "274.51",
         "204.71",
         "418.1",
         "1455.45",
         "336.11",
         "1819.73",
         "69.07",
         "12.72",
         "55.77",
         "25.33",
         "40.04",
         "34.9",
         "85.71",
         "292.13",
         "76.61",
         "49.92",
         "50.85",
         "147.36"
        ],
        [
         "医药制品",
         "57.11",
         "2.05",
         "13.36",
         "1.63",
         "0.0",
         "1.33",
         "0.01",
         "0.03",
         "0.0",
         "4.42",
         "499.0",
         "0.03",
         "0.1",
         "0.07",
         "0.15",
         "0.05",
         "0.02",
         "0.13",
         "1.47",
         "0.09",
         "0.0",
         "0.02",
         "0.01",
         "0.06",
         "0.03",
         "10.23",
         "23.29",
         "2.02",
         "2.84",
         "2.07",
         "1.28",
         "0.13",
         "0.52",
         "7.39",
         "1.78",
         "13.13",
         "19.87",
         "1203.43",
         "0.95",
         "0.5"
        ],
        [
         "化学纤维",
         "20.16",
         "0.0",
         "0.0",
         "0.94",
         "23.22",
         "581.01",
         "7.22",
         "5.85",
         "47.28",
         "24.78",
         "1.21",
         "244.13",
         "59.37",
         "12.05",
         "0.0",
         "0.0",
         "1.02",
         "11.86",
         "0.88",
         "5.0",
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         "25.19",
         "9.81",
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         "0.15",
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         "0.0",
         "0.0",
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         "0.0"
        ],
        [
         "橡胶塑料",
         "206.15",
         "145.74",
         "79.67",
         "170.96",
         "2.98",
         "225.48",
         "54.1",
         "114.44",
         "124.94",
         "399.8",
         "41.81",
         "21.58",
         "1309.35",
         "95.57",
         "32.64",
         "14.59",
         "63.46",
         "371.11",
         "94.68",
         "309.16",
         "84.03",
         "550.43",
         "477.32",
         "150.95",
         "31.15",
         "208.14",
         "211.31",
         "107.06",
         "19.58",
         "18.44",
         "1.37",
         "7.16",
         "4.98",
         "10.92",
         "19.22",
         "14.38",
         "7.2",
         "26.92",
         "2.85",
         "7.19"
        ],
        [
         "非金属制品",
         "90.1",
         "71.77",
         "6.34",
         "76.11",
         "0.49",
         "32.74",
         "21.74",
         "11.73",
         "7.15",
         "68.61",
         "34.79",
         "1.71",
         "30.87",
         "469.33",
         "250.94",
         "25.88",
         "58.7",
         "43.96",
         "20.21",
         "45.51",
         "10.02",
         "95.57",
         "327.01",
         "71.54",
         "18.92",
         "3057.76",
         "21.2",
         "25.7",
         "18.66",
         "1.34",
         "8.52",
         "87.19",
         "3.28",
         "20.6",
         "16.85",
         "17.52",
         "35.08",
         "10.81",
         "8.03",
         "22.92"
        ],
        [
         "黑色金属冶炼压延",
         "30.4",
         "236.58",
         "3.57",
         "10.1",
         "0.36",
         "21.84",
         "57.86",
         "5.7",
         "35.79",
         "63.8",
         "3.69",
         "1.22",
         "50.23",
         "136.87",
         "3086.95",
         "60.17",
         "1558.27",
         "1107.55",
         "847.22",
         "603.21",
         "266.71",
         "391.57",
         "72.58",
         "116.81",
         "18.44",
         "2937.76",
         "9.82",
         "50.7",
         "0.46",
         "0.54",
         "0.0",
         "13.45",
         "2.42",
         "12.11",
         "8.45",
         "3.96",
         "7.76",
         "0.81",
         "1.45",
         "0.0"
        ],
        [
         "有色金属冶炼压延",
         "2.02",
         "32.16",
         "0.94",
         "10.72",
         "0.19",
         "2.36",
         "12.48",
         "17.84",
         "12.18",
         "62.7",
         "4.34",
         "0.34",
         "26.12",
         "12.74",
         "204.96",
         "1292.19",
         "472.27",
         "164.95",
         "158.29",
         "123.0",
         "31.8",
         "1015.18",
         "163.58",
         "119.17",
         "4.08",
         "309.65",
         "0.0",
         "1.6",
         "0.44",
         "0.01",
         "0.0",
         "7.28",
         "0.78",
         "4.3",
         "0.82",
         "9.19",
         "0.94",
         "0.01",
         "0.09",
         "0.0"
        ],
        [
         "金属制品",
         "83.85",
         "143.96",
         "14.44",
         "85.16",
         "1.32",
         "42.6",
         "80.0",
         "35.88",
         "57.6",
         "105.09",
         "13.64",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>农林牧渔</th>\n",
       "      <th>采矿业</th>\n",
       "      <th>农副食品</th>\n",
       "      <th>食品饮料</th>\n",
       "      <th>烟草</th>\n",
       "      <th>纺织服装</th>\n",
       "      <th>木材家具</th>\n",
       "      <th>造纸印刷</th>\n",
       "      <th>文体工美</th>\n",
       "      <th>石油化工</th>\n",
       "      <th>...</th>\n",
       "      <th>金融</th>\n",
       "      <th>房地产</th>\n",
       "      <th>租赁和商务服务</th>\n",
       "      <th>科学技术研究</th>\n",
       "      <th>水利生态设施管理</th>\n",
       "      <th>居民服务其他服务</th>\n",
       "      <th>教育</th>\n",
       "      <th>卫生社会</th>\n",
       "      <th>文化体育娱乐</th>\n",
       "      <th>公共管理和社会组织</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>农林牧渔</th>\n",
       "      <td>4636.82</td>\n",
       "      <td>40.05</td>\n",
       "      <td>3777.47</td>\n",
       "      <td>1022.53</td>\n",
       "      <td>66.52</td>\n",
       "      <td>1492.95</td>\n",
       "      <td>423.65</td>\n",
       "      <td>175.17</td>\n",
       "      <td>8.92</td>\n",
       "      <td>92.96</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.17</td>\n",
       "      <td>9.44</td>\n",
       "      <td>14.98</td>\n",
       "      <td>13.55</td>\n",
       "      <td>31.10</td>\n",
       "      <td>36.69</td>\n",
       "      <td>11.55</td>\n",
       "      <td>13.20</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>采矿业</th>\n",
       "      <td>98.04</td>\n",
       "      <td>352.26</td>\n",
       "      <td>13.10</td>\n",
       "      <td>43.72</td>\n",
       "      <td>1.03</td>\n",
       "      <td>50.97</td>\n",
       "      <td>28.26</td>\n",
       "      <td>34.51</td>\n",
       "      <td>2.33</td>\n",
       "      <td>4464.59</td>\n",
       "      <td>...</td>\n",
       "      <td>2.67</td>\n",
       "      <td>31.08</td>\n",
       "      <td>5.37</td>\n",
       "      <td>18.69</td>\n",
       "      <td>14.38</td>\n",
       "      <td>50.98</td>\n",
       "      <td>74.88</td>\n",
       "      <td>14.27</td>\n",
       "      <td>3.03</td>\n",
       "      <td>28.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>农副食品</th>\n",
       "      <td>1563.81</td>\n",
       "      <td>0.00</td>\n",
       "      <td>557.28</td>\n",
       "      <td>717.40</td>\n",
       "      <td>0.00</td>\n",
       "      <td>242.72</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.33</td>\n",
       "      <td>0.00</td>\n",
       "      <td>61.51</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2.14</td>\n",
       "      <td>1.04</td>\n",
       "      <td>3.18</td>\n",
       "      <td>10.04</td>\n",
       "      <td>33.48</td>\n",
       "      <td>1.56</td>\n",
       "      <td>10.17</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>食品饮料</th>\n",
       "      <td>6.21</td>\n",
       "      <td>2.41</td>\n",
       "      <td>130.17</td>\n",
       "      <td>383.86</td>\n",
       "      <td>0.06</td>\n",
       "      <td>4.24</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>24.83</td>\n",
       "      <td>...</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.09</td>\n",
       "      <td>16.23</td>\n",
       "      <td>1.45</td>\n",
       "      <td>5.82</td>\n",
       "      <td>76.08</td>\n",
       "      <td>29.58</td>\n",
       "      <td>9.97</td>\n",
       "      <td>62.39</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>烟草</th>\n",
       "      <td>1.72</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>162.94</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.58</td>\n",
       "      <td>0.53</td>\n",
       "      <td>5.50</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.17</td>\n",
       "      <td>37.10</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>纺织服装</th>\n",
       "      <td>21.35</td>\n",
       "      <td>51.82</td>\n",
       "      <td>18.86</td>\n",
       "      <td>9.07</td>\n",
       "      <td>0.93</td>\n",
       "      <td>5807.73</td>\n",
       "      <td>101.51</td>\n",
       "      <td>58.05</td>\n",
       "      <td>105.43</td>\n",
       "      <td>47.94</td>\n",
       "      <td>...</td>\n",
       "      <td>27.27</td>\n",
       "      <td>4.39</td>\n",
       "      <td>21.71</td>\n",
       "      <td>10.16</td>\n",
       "      <td>7.61</td>\n",
       "      <td>400.95</td>\n",
       "      <td>28.57</td>\n",
       "      <td>26.02</td>\n",
       "      <td>20.27</td>\n",
       "      <td>388.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>木材家具</th>\n",
       "      <td>75.81</td>\n",
       "      <td>36.81</td>\n",
       "      <td>4.19</td>\n",
       "      <td>10.01</td>\n",
       "      <td>0.76</td>\n",
       "      <td>18.78</td>\n",
       "      <td>939.04</td>\n",
       "      <td>52.73</td>\n",
       "      <td>51.03</td>\n",
       "      <td>19.00</td>\n",
       "      <td>...</td>\n",
       "      <td>15.32</td>\n",
       "      <td>16.87</td>\n",
       "      <td>6.57</td>\n",
       "      <td>7.30</td>\n",
       "      <td>7.80</td>\n",
       "      <td>127.57</td>\n",
       "      <td>104.56</td>\n",
       "      <td>20.84</td>\n",
       "      <td>15.79</td>\n",
       "      <td>192.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>造纸印刷</th>\n",
       "      <td>41.46</td>\n",
       "      <td>21.30</td>\n",
       "      <td>30.65</td>\n",
       "      <td>229.96</td>\n",
       "      <td>43.53</td>\n",
       "      <td>149.24</td>\n",
       "      <td>54.09</td>\n",
       "      <td>1533.82</td>\n",
       "      <td>85.32</td>\n",
       "      <td>108.21</td>\n",
       "      <td>...</td>\n",
       "      <td>106.80</td>\n",
       "      <td>4.98</td>\n",
       "      <td>367.21</td>\n",
       "      <td>22.52</td>\n",
       "      <td>7.31</td>\n",
       "      <td>120.99</td>\n",
       "      <td>297.09</td>\n",
       "      <td>17.63</td>\n",
       "      <td>194.18</td>\n",
       "      <td>389.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>文体工美</th>\n",
       "      <td>8.17</td>\n",
       "      <td>3.93</td>\n",
       "      <td>1.31</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.05</td>\n",
       "      <td>1.94</td>\n",
       "      <td>0.73</td>\n",
       "      <td>0.77</td>\n",
       "      <td>38.55</td>\n",
       "      <td>6.27</td>\n",
       "      <td>...</td>\n",
       "      <td>32.59</td>\n",
       "      <td>10.00</td>\n",
       "      <td>10.57</td>\n",
       "      <td>4.37</td>\n",
       "      <td>3.27</td>\n",
       "      <td>12.21</td>\n",
       "      <td>24.43</td>\n",
       "      <td>4.38</td>\n",
       "      <td>10.65</td>\n",
       "      <td>25.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>石油化工</th>\n",
       "      <td>1922.06</td>\n",
       "      <td>471.41</td>\n",
       "      <td>53.28</td>\n",
       "      <td>153.73</td>\n",
       "      <td>6.40</td>\n",
       "      <td>602.88</td>\n",
       "      <td>312.58</td>\n",
       "      <td>433.21</td>\n",
       "      <td>74.42</td>\n",
       "      <td>4002.48</td>\n",
       "      <td>...</td>\n",
       "      <td>55.77</td>\n",
       "      <td>25.33</td>\n",
       "      <td>40.04</td>\n",
       "      <td>34.90</td>\n",
       "      <td>85.71</td>\n",
       "      <td>292.13</td>\n",
       "      <td>76.61</td>\n",
       "      <td>49.92</td>\n",
       "      <td>50.85</td>\n",
       "      <td>147.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>医药制品</th>\n",
       "      <td>57.11</td>\n",
       "      <td>2.05</td>\n",
       "      <td>13.36</td>\n",
       "      <td>1.63</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.33</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.00</td>\n",
       "      <td>4.42</td>\n",
       "      <td>...</td>\n",
       "      <td>1.28</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.52</td>\n",
       "      <td>7.39</td>\n",
       "      <td>1.78</td>\n",
       "      <td>13.13</td>\n",
       "      <td>19.87</td>\n",
       "      <td>1203.43</td>\n",
       "      <td>0.95</td>\n",
       "      <td>0.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>化学纤维</th>\n",
       "      <td>20.16</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.94</td>\n",
       "      <td>23.22</td>\n",
       "      <td>581.01</td>\n",
       "      <td>7.22</td>\n",
       "      <td>5.85</td>\n",
       "      <td>47.28</td>\n",
       "      <td>24.78</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>橡胶塑料</th>\n",
       "      <td>206.15</td>\n",
       "      <td>145.74</td>\n",
       "      <td>79.67</td>\n",
       "      <td>170.96</td>\n",
       "      <td>2.98</td>\n",
       "      <td>225.48</td>\n",
       "      <td>54.10</td>\n",
       "      <td>114.44</td>\n",
       "      <td>124.94</td>\n",
       "      <td>399.80</td>\n",
       "      <td>...</td>\n",
       "      <td>1.37</td>\n",
       "      <td>7.16</td>\n",
       "      <td>4.98</td>\n",
       "      <td>10.92</td>\n",
       "      <td>19.22</td>\n",
       "      <td>14.38</td>\n",
       "      <td>7.20</td>\n",
       "      <td>26.92</td>\n",
       "      <td>2.85</td>\n",
       "      <td>7.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>非金属制品</th>\n",
       "      <td>90.10</td>\n",
       "      <td>71.77</td>\n",
       "      <td>6.34</td>\n",
       "      <td>76.11</td>\n",
       "      <td>0.49</td>\n",
       "      <td>32.74</td>\n",
       "      <td>21.74</td>\n",
       "      <td>11.73</td>\n",
       "      <td>7.15</td>\n",
       "      <td>68.61</td>\n",
       "      <td>...</td>\n",
       "      <td>8.52</td>\n",
       "      <td>87.19</td>\n",
       "      <td>3.28</td>\n",
       "      <td>20.60</td>\n",
       "      <td>16.85</td>\n",
       "      <td>17.52</td>\n",
       "      <td>35.08</td>\n",
       "      <td>10.81</td>\n",
       "      <td>8.03</td>\n",
       "      <td>22.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>黑色金属冶炼压延</th>\n",
       "      <td>30.40</td>\n",
       "      <td>236.58</td>\n",
       "      <td>3.57</td>\n",
       "      <td>10.10</td>\n",
       "      <td>0.36</td>\n",
       "      <td>21.84</td>\n",
       "      <td>57.86</td>\n",
       "      <td>5.70</td>\n",
       "      <td>35.79</td>\n",
       "      <td>63.80</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>13.45</td>\n",
       "      <td>2.42</td>\n",
       "      <td>12.11</td>\n",
       "      <td>8.45</td>\n",
       "      <td>3.96</td>\n",
       "      <td>7.76</td>\n",
       "      <td>0.81</td>\n",
       "      <td>1.45</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>有色金属冶炼压延</th>\n",
       "      <td>2.02</td>\n",
       "      <td>32.16</td>\n",
       "      <td>0.94</td>\n",
       "      <td>10.72</td>\n",
       "      <td>0.19</td>\n",
       "      <td>2.36</td>\n",
       "      <td>12.48</td>\n",
       "      <td>17.84</td>\n",
       "      <td>12.18</td>\n",
       "      <td>62.70</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>7.28</td>\n",
       "      <td>0.78</td>\n",
       "      <td>4.30</td>\n",
       "      <td>0.82</td>\n",
       "      <td>9.19</td>\n",
       "      <td>0.94</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金属制品</th>\n",
       "      <td>83.85</td>\n",
       "      <td>143.96</td>\n",
       "      <td>14.44</td>\n",
       "      <td>85.16</td>\n",
       "      <td>1.32</td>\n",
       "      <td>42.60</td>\n",
       "      <td>80.00</td>\n",
       "      <td>35.88</td>\n",
       "      <td>57.60</td>\n",
       "      <td>105.09</td>\n",
       "      <td>...</td>\n",
       "      <td>14.68</td>\n",
       "      <td>21.63</td>\n",
       "      <td>94.13</td>\n",
       "      <td>37.26</td>\n",
       "      <td>9.17</td>\n",
       "      <td>12.83</td>\n",
       "      <td>20.10</td>\n",
       "      <td>8.79</td>\n",
       "      <td>2.97</td>\n",
       "      <td>64.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>通用设备</th>\n",
       "      <td>19.62</td>\n",
       "      <td>191.98</td>\n",
       "      <td>12.20</td>\n",
       "      <td>23.14</td>\n",
       "      <td>1.38</td>\n",
       "      <td>60.45</td>\n",
       "      <td>30.12</td>\n",
       "      <td>43.04</td>\n",
       "      <td>17.52</td>\n",
       "      <td>158.23</td>\n",
       "      <td>...</td>\n",
       "      <td>44.44</td>\n",
       "      <td>46.30</td>\n",
       "      <td>104.14</td>\n",
       "      <td>53.54</td>\n",
       "      <td>35.42</td>\n",
       "      <td>7.66</td>\n",
       "      <td>45.95</td>\n",
       "      <td>25.09</td>\n",
       "      <td>6.47</td>\n",
       "      <td>7.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>专用设备</th>\n",
       "      <td>204.92</td>\n",
       "      <td>165.89</td>\n",
       "      <td>3.19</td>\n",
       "      <td>9.56</td>\n",
       "      <td>1.81</td>\n",
       "      <td>111.34</td>\n",
       "      <td>9.36</td>\n",
       "      <td>19.70</td>\n",
       "      <td>3.27</td>\n",
       "      <td>70.54</td>\n",
       "      <td>...</td>\n",
       "      <td>18.05</td>\n",
       "      <td>6.40</td>\n",
       "      <td>1.93</td>\n",
       "      <td>10.94</td>\n",
       "      <td>2.62</td>\n",
       "      <td>8.20</td>\n",
       "      <td>4.25</td>\n",
       "      <td>108.61</td>\n",
       "      <td>0.90</td>\n",
       "      <td>7.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>汽车及零部件制造</th>\n",
       "      <td>29.25</td>\n",
       "      <td>109.00</td>\n",
       "      <td>15.79</td>\n",
       "      <td>20.64</td>\n",
       "      <td>1.10</td>\n",
       "      <td>27.22</td>\n",
       "      <td>17.18</td>\n",
       "      <td>36.45</td>\n",
       "      <td>4.08</td>\n",
       "      <td>47.66</td>\n",
       "      <td>...</td>\n",
       "      <td>47.53</td>\n",
       "      <td>62.19</td>\n",
       "      <td>147.73</td>\n",
       "      <td>19.06</td>\n",
       "      <td>99.15</td>\n",
       "      <td>47.23</td>\n",
       "      <td>35.41</td>\n",
       "      <td>3.77</td>\n",
       "      <td>17.50</td>\n",
       "      <td>166.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他交通设备</th>\n",
       "      <td>96.27</td>\n",
       "      <td>11.68</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.32</td>\n",
       "      <td>0.74</td>\n",
       "      <td>1.05</td>\n",
       "      <td>0.98</td>\n",
       "      <td>7.86</td>\n",
       "      <td>0.97</td>\n",
       "      <td>...</td>\n",
       "      <td>3.98</td>\n",
       "      <td>0.16</td>\n",
       "      <td>1.09</td>\n",
       "      <td>5.08</td>\n",
       "      <td>7.24</td>\n",
       "      <td>5.37</td>\n",
       "      <td>6.61</td>\n",
       "      <td>0.58</td>\n",
       "      <td>5.38</td>\n",
       "      <td>6.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>电气机械</th>\n",
       "      <td>25.10</td>\n",
       "      <td>155.32</td>\n",
       "      <td>5.72</td>\n",
       "      <td>10.75</td>\n",
       "      <td>1.26</td>\n",
       "      <td>41.90</td>\n",
       "      <td>14.50</td>\n",
       "      <td>21.33</td>\n",
       "      <td>11.89</td>\n",
       "      <td>82.62</td>\n",
       "      <td>...</td>\n",
       "      <td>17.94</td>\n",
       "      <td>61.78</td>\n",
       "      <td>179.18</td>\n",
       "      <td>49.82</td>\n",
       "      <td>10.06</td>\n",
       "      <td>15.40</td>\n",
       "      <td>30.82</td>\n",
       "      <td>8.51</td>\n",
       "      <td>7.63</td>\n",
       "      <td>16.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>计算机通信设备</th>\n",
       "      <td>10.67</td>\n",
       "      <td>31.92</td>\n",
       "      <td>4.16</td>\n",
       "      <td>5.55</td>\n",
       "      <td>0.36</td>\n",
       "      <td>32.51</td>\n",
       "      <td>6.30</td>\n",
       "      <td>13.48</td>\n",
       "      <td>57.83</td>\n",
       "      <td>45.16</td>\n",
       "      <td>...</td>\n",
       "      <td>80.86</td>\n",
       "      <td>5.21</td>\n",
       "      <td>754.34</td>\n",
       "      <td>137.15</td>\n",
       "      <td>4.60</td>\n",
       "      <td>81.78</td>\n",
       "      <td>43.90</td>\n",
       "      <td>8.38</td>\n",
       "      <td>13.89</td>\n",
       "      <td>39.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他制造业</th>\n",
       "      <td>46.67</td>\n",
       "      <td>100.95</td>\n",
       "      <td>9.96</td>\n",
       "      <td>21.44</td>\n",
       "      <td>1.63</td>\n",
       "      <td>68.30</td>\n",
       "      <td>23.32</td>\n",
       "      <td>158.68</td>\n",
       "      <td>14.01</td>\n",
       "      <td>91.56</td>\n",
       "      <td>...</td>\n",
       "      <td>58.38</td>\n",
       "      <td>3.83</td>\n",
       "      <td>22.93</td>\n",
       "      <td>39.99</td>\n",
       "      <td>13.78</td>\n",
       "      <td>130.81</td>\n",
       "      <td>70.42</td>\n",
       "      <td>31.23</td>\n",
       "      <td>11.07</td>\n",
       "      <td>43.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水电燃</th>\n",
       "      <td>331.89</td>\n",
       "      <td>673.50</td>\n",
       "      <td>73.79</td>\n",
       "      <td>88.69</td>\n",
       "      <td>3.65</td>\n",
       "      <td>261.16</td>\n",
       "      <td>96.42</td>\n",
       "      <td>140.38</td>\n",
       "      <td>20.96</td>\n",
       "      <td>900.36</td>\n",
       "      <td>...</td>\n",
       "      <td>80.96</td>\n",
       "      <td>52.69</td>\n",
       "      <td>55.38</td>\n",
       "      <td>36.28</td>\n",
       "      <td>34.07</td>\n",
       "      <td>68.93</td>\n",
       "      <td>245.61</td>\n",
       "      <td>65.04</td>\n",
       "      <td>24.59</td>\n",
       "      <td>134.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>建筑业</th>\n",
       "      <td>49.71</td>\n",
       "      <td>14.06</td>\n",
       "      <td>1.38</td>\n",
       "      <td>2.36</td>\n",
       "      <td>0.19</td>\n",
       "      <td>6.64</td>\n",
       "      <td>1.30</td>\n",
       "      <td>2.39</td>\n",
       "      <td>0.45</td>\n",
       "      <td>8.51</td>\n",
       "      <td>...</td>\n",
       "      <td>111.50</td>\n",
       "      <td>297.69</td>\n",
       "      <td>24.13</td>\n",
       "      <td>49.54</td>\n",
       "      <td>43.73</td>\n",
       "      <td>82.63</td>\n",
       "      <td>320.99</td>\n",
       "      <td>76.22</td>\n",
       "      <td>20.68</td>\n",
       "      <td>156.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>批发零售</th>\n",
       "      <td>744.29</td>\n",
       "      <td>233.75</td>\n",
       "      <td>391.63</td>\n",
       "      <td>284.03</td>\n",
       "      <td>46.68</td>\n",
       "      <td>745.30</td>\n",
       "      <td>201.30</td>\n",
       "      <td>323.30</td>\n",
       "      <td>64.23</td>\n",
       "      <td>603.46</td>\n",
       "      <td>...</td>\n",
       "      <td>56.20</td>\n",
       "      <td>39.76</td>\n",
       "      <td>183.74</td>\n",
       "      <td>53.06</td>\n",
       "      <td>29.75</td>\n",
       "      <td>151.66</td>\n",
       "      <td>132.05</td>\n",
       "      <td>136.99</td>\n",
       "      <td>68.74</td>\n",
       "      <td>168.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>交通运输</th>\n",
       "      <td>615.22</td>\n",
       "      <td>381.77</td>\n",
       "      <td>142.09</td>\n",
       "      <td>238.89</td>\n",
       "      <td>8.89</td>\n",
       "      <td>333.54</td>\n",
       "      <td>183.58</td>\n",
       "      <td>208.32</td>\n",
       "      <td>38.30</td>\n",
       "      <td>680.19</td>\n",
       "      <td>...</td>\n",
       "      <td>206.70</td>\n",
       "      <td>68.57</td>\n",
       "      <td>240.74</td>\n",
       "      <td>77.23</td>\n",
       "      <td>24.90</td>\n",
       "      <td>82.95</td>\n",
       "      <td>190.91</td>\n",
       "      <td>47.39</td>\n",
       "      <td>68.66</td>\n",
       "      <td>398.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>餐饮住宿</th>\n",
       "      <td>51.51</td>\n",
       "      <td>83.75</td>\n",
       "      <td>19.18</td>\n",
       "      <td>30.83</td>\n",
       "      <td>2.78</td>\n",
       "      <td>107.26</td>\n",
       "      <td>23.91</td>\n",
       "      <td>60.94</td>\n",
       "      <td>9.30</td>\n",
       "      <td>62.16</td>\n",
       "      <td>...</td>\n",
       "      <td>227.43</td>\n",
       "      <td>105.77</td>\n",
       "      <td>186.67</td>\n",
       "      <td>87.93</td>\n",
       "      <td>20.00</td>\n",
       "      <td>56.97</td>\n",
       "      <td>136.53</td>\n",
       "      <td>31.82</td>\n",
       "      <td>36.80</td>\n",
       "      <td>599.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>软件和信息技术服务业</th>\n",
       "      <td>44.18</td>\n",
       "      <td>109.21</td>\n",
       "      <td>12.20</td>\n",
       "      <td>49.20</td>\n",
       "      <td>0.86</td>\n",
       "      <td>128.35</td>\n",
       "      <td>36.95</td>\n",
       "      <td>19.12</td>\n",
       "      <td>8.79</td>\n",
       "      <td>102.51</td>\n",
       "      <td>...</td>\n",
       "      <td>321.09</td>\n",
       "      <td>41.76</td>\n",
       "      <td>71.87</td>\n",
       "      <td>37.71</td>\n",
       "      <td>15.21</td>\n",
       "      <td>37.26</td>\n",
       "      <td>89.56</td>\n",
       "      <td>31.81</td>\n",
       "      <td>66.59</td>\n",
       "      <td>305.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金融</th>\n",
       "      <td>451.39</td>\n",
       "      <td>161.28</td>\n",
       "      <td>51.45</td>\n",
       "      <td>55.55</td>\n",
       "      <td>7.63</td>\n",
       "      <td>156.03</td>\n",
       "      <td>44.14</td>\n",
       "      <td>82.35</td>\n",
       "      <td>8.57</td>\n",
       "      <td>172.46</td>\n",
       "      <td>...</td>\n",
       "      <td>498.54</td>\n",
       "      <td>569.60</td>\n",
       "      <td>157.79</td>\n",
       "      <td>86.56</td>\n",
       "      <td>7.06</td>\n",
       "      <td>93.00</td>\n",
       "      <td>21.21</td>\n",
       "      <td>9.79</td>\n",
       "      <td>13.86</td>\n",
       "      <td>271.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>房地产</th>\n",
       "      <td>8.85</td>\n",
       "      <td>5.72</td>\n",
       "      <td>7.36</td>\n",
       "      <td>7.69</td>\n",
       "      <td>0.05</td>\n",
       "      <td>37.17</td>\n",
       "      <td>13.16</td>\n",
       "      <td>7.53</td>\n",
       "      <td>10.59</td>\n",
       "      <td>13.80</td>\n",
       "      <td>...</td>\n",
       "      <td>307.52</td>\n",
       "      <td>70.24</td>\n",
       "      <td>52.47</td>\n",
       "      <td>5.10</td>\n",
       "      <td>5.68</td>\n",
       "      <td>116.95</td>\n",
       "      <td>31.67</td>\n",
       "      <td>11.62</td>\n",
       "      <td>19.87</td>\n",
       "      <td>736.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>租赁和商务服务</th>\n",
       "      <td>66.63</td>\n",
       "      <td>85.38</td>\n",
       "      <td>45.08</td>\n",
       "      <td>200.12</td>\n",
       "      <td>13.43</td>\n",
       "      <td>236.33</td>\n",
       "      <td>49.31</td>\n",
       "      <td>46.26</td>\n",
       "      <td>17.42</td>\n",
       "      <td>143.26</td>\n",
       "      <td>...</td>\n",
       "      <td>169.90</td>\n",
       "      <td>274.67</td>\n",
       "      <td>162.71</td>\n",
       "      <td>36.64</td>\n",
       "      <td>18.84</td>\n",
       "      <td>25.55</td>\n",
       "      <td>51.13</td>\n",
       "      <td>16.23</td>\n",
       "      <td>32.35</td>\n",
       "      <td>119.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>科学技术研究</th>\n",
       "      <td>131.49</td>\n",
       "      <td>80.87</td>\n",
       "      <td>10.74</td>\n",
       "      <td>11.17</td>\n",
       "      <td>0.63</td>\n",
       "      <td>20.34</td>\n",
       "      <td>3.89</td>\n",
       "      <td>11.43</td>\n",
       "      <td>1.33</td>\n",
       "      <td>33.49</td>\n",
       "      <td>...</td>\n",
       "      <td>6.77</td>\n",
       "      <td>10.36</td>\n",
       "      <td>2.66</td>\n",
       "      <td>72.48</td>\n",
       "      <td>5.51</td>\n",
       "      <td>2.33</td>\n",
       "      <td>33.90</td>\n",
       "      <td>4.95</td>\n",
       "      <td>1.10</td>\n",
       "      <td>17.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水利生态设施管理</th>\n",
       "      <td>54.23</td>\n",
       "      <td>15.74</td>\n",
       "      <td>0.81</td>\n",
       "      <td>1.11</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2.08</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.01</td>\n",
       "      <td>6.97</td>\n",
       "      <td>...</td>\n",
       "      <td>9.56</td>\n",
       "      <td>5.34</td>\n",
       "      <td>21.42</td>\n",
       "      <td>6.12</td>\n",
       "      <td>43.36</td>\n",
       "      <td>44.78</td>\n",
       "      <td>11.21</td>\n",
       "      <td>2.36</td>\n",
       "      <td>1.59</td>\n",
       "      <td>90.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>居民服务其他服务</th>\n",
       "      <td>64.26</td>\n",
       "      <td>63.98</td>\n",
       "      <td>14.36</td>\n",
       "      <td>18.58</td>\n",
       "      <td>1.71</td>\n",
       "      <td>58.10</td>\n",
       "      <td>8.61</td>\n",
       "      <td>22.76</td>\n",
       "      <td>3.96</td>\n",
       "      <td>94.65</td>\n",
       "      <td>...</td>\n",
       "      <td>12.84</td>\n",
       "      <td>7.55</td>\n",
       "      <td>39.24</td>\n",
       "      <td>26.64</td>\n",
       "      <td>9.74</td>\n",
       "      <td>155.59</td>\n",
       "      <td>43.69</td>\n",
       "      <td>7.47</td>\n",
       "      <td>9.14</td>\n",
       "      <td>15.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>教育</th>\n",
       "      <td>20.99</td>\n",
       "      <td>23.07</td>\n",
       "      <td>2.10</td>\n",
       "      <td>4.53</td>\n",
       "      <td>0.83</td>\n",
       "      <td>12.08</td>\n",
       "      <td>2.56</td>\n",
       "      <td>6.55</td>\n",
       "      <td>1.52</td>\n",
       "      <td>12.76</td>\n",
       "      <td>...</td>\n",
       "      <td>37.13</td>\n",
       "      <td>6.03</td>\n",
       "      <td>10.41</td>\n",
       "      <td>5.80</td>\n",
       "      <td>5.38</td>\n",
       "      <td>4.15</td>\n",
       "      <td>17.95</td>\n",
       "      <td>10.89</td>\n",
       "      <td>4.22</td>\n",
       "      <td>59.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>卫生社会</th>\n",
       "      <td>11.41</td>\n",
       "      <td>21.50</td>\n",
       "      <td>18.52</td>\n",
       "      <td>2.68</td>\n",
       "      <td>0.14</td>\n",
       "      <td>24.39</td>\n",
       "      <td>3.10</td>\n",
       "      <td>4.33</td>\n",
       "      <td>2.21</td>\n",
       "      <td>9.95</td>\n",
       "      <td>...</td>\n",
       "      <td>21.81</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.91</td>\n",
       "      <td>13.53</td>\n",
       "      <td>2.56</td>\n",
       "      <td>2.69</td>\n",
       "      <td>21.63</td>\n",
       "      <td>10.34</td>\n",
       "      <td>6.18</td>\n",
       "      <td>20.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>文化体育娱乐</th>\n",
       "      <td>4.49</td>\n",
       "      <td>18.01</td>\n",
       "      <td>6.51</td>\n",
       "      <td>10.60</td>\n",
       "      <td>0.68</td>\n",
       "      <td>24.44</td>\n",
       "      <td>7.77</td>\n",
       "      <td>8.56</td>\n",
       "      <td>3.09</td>\n",
       "      <td>22.30</td>\n",
       "      <td>...</td>\n",
       "      <td>31.09</td>\n",
       "      <td>8.93</td>\n",
       "      <td>46.57</td>\n",
       "      <td>14.27</td>\n",
       "      <td>17.55</td>\n",
       "      <td>7.21</td>\n",
       "      <td>56.60</td>\n",
       "      <td>15.11</td>\n",
       "      <td>69.57</td>\n",
       "      <td>59.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>公共管理和社会组织</th>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 40 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               农林牧渔     采矿业     农副食品     食品饮料      烟草     纺织服装    木材家具  \\\n",
       "农林牧渔        4636.82   40.05  3777.47  1022.53   66.52  1492.95  423.65   \n",
       "采矿业           98.04  352.26    13.10    43.72    1.03    50.97   28.26   \n",
       "农副食品        1563.81    0.00   557.28   717.40    0.00   242.72    0.00   \n",
       "食品饮料           6.21    2.41   130.17   383.86    0.06     4.24    0.17   \n",
       "烟草             1.72    0.00     0.00     0.00  162.94     0.00    0.00   \n",
       "纺织服装          21.35   51.82    18.86     9.07    0.93  5807.73  101.51   \n",
       "木材家具          75.81   36.81     4.19    10.01    0.76    18.78  939.04   \n",
       "造纸印刷          41.46   21.30    30.65   229.96   43.53   149.24   54.09   \n",
       "文体工美           8.17    3.93     1.31     0.56    0.05     1.94    0.73   \n",
       "石油化工        1922.06  471.41    53.28   153.73    6.40   602.88  312.58   \n",
       "医药制品          57.11    2.05    13.36     1.63    0.00     1.33    0.01   \n",
       "化学纤维          20.16    0.00     0.00     0.94   23.22   581.01    7.22   \n",
       "橡胶塑料         206.15  145.74    79.67   170.96    2.98   225.48   54.10   \n",
       "非金属制品         90.10   71.77     6.34    76.11    0.49    32.74   21.74   \n",
       "黑色金属冶炼压延      30.40  236.58     3.57    10.10    0.36    21.84   57.86   \n",
       "有色金属冶炼压延       2.02   32.16     0.94    10.72    0.19     2.36   12.48   \n",
       "金属制品          83.85  143.96    14.44    85.16    1.32    42.60   80.00   \n",
       "通用设备          19.62  191.98    12.20    23.14    1.38    60.45   30.12   \n",
       "专用设备         204.92  165.89     3.19     9.56    1.81   111.34    9.36   \n",
       "汽车及零部件制造      29.25  109.00    15.79    20.64    1.10    27.22   17.18   \n",
       "其他交通设备        96.27   11.68     0.25     0.17    0.32     0.74    1.05   \n",
       "电气机械          25.10  155.32     5.72    10.75    1.26    41.90   14.50   \n",
       "计算机通信设备       10.67   31.92     4.16     5.55    0.36    32.51    6.30   \n",
       "其他制造业         46.67  100.95     9.96    21.44    1.63    68.30   23.32   \n",
       "水电燃          331.89  673.50    73.79    88.69    3.65   261.16   96.42   \n",
       "建筑业           49.71   14.06     1.38     2.36    0.19     6.64    1.30   \n",
       "批发零售         744.29  233.75   391.63   284.03   46.68   745.30  201.30   \n",
       "交通运输         615.22  381.77   142.09   238.89    8.89   333.54  183.58   \n",
       "餐饮住宿          51.51   83.75    19.18    30.83    2.78   107.26   23.91   \n",
       "软件和信息技术服务业    44.18  109.21    12.20    49.20    0.86   128.35   36.95   \n",
       "金融           451.39  161.28    51.45    55.55    7.63   156.03   44.14   \n",
       "房地产            8.85    5.72     7.36     7.69    0.05    37.17   13.16   \n",
       "租赁和商务服务       66.63   85.38    45.08   200.12   13.43   236.33   49.31   \n",
       "科学技术研究       131.49   80.87    10.74    11.17    0.63    20.34    3.89   \n",
       "水利生态设施管理      54.23   15.74     0.81     1.11    0.00     2.08    0.17   \n",
       "居民服务其他服务      64.26   63.98    14.36    18.58    1.71    58.10    8.61   \n",
       "教育            20.99   23.07     2.10     4.53    0.83    12.08    2.56   \n",
       "卫生社会          11.41   21.50    18.52     2.68    0.14    24.39    3.10   \n",
       "文化体育娱乐         4.49   18.01     6.51    10.60    0.68    24.44    7.77   \n",
       "公共管理和社会组织      0.00    0.00     0.00     0.00    0.00     0.00    0.00   \n",
       "\n",
       "               造纸印刷    文体工美     石油化工  ...      金融     房地产  租赁和商务服务  科学技术研究  \\\n",
       "农林牧渔         175.17    8.92    92.96  ...    0.00    1.17     9.44   14.98   \n",
       "采矿业           34.51    2.33  4464.59  ...    2.67   31.08     5.37   18.69   \n",
       "农副食品           1.33    0.00    61.51  ...    0.00    0.00     2.14    1.04   \n",
       "食品饮料           0.00    0.00    24.83  ...    1.00    0.09    16.23    1.45   \n",
       "烟草             0.00    0.00     0.00  ...    0.00    0.00     0.35    0.58   \n",
       "纺织服装          58.05  105.43    47.94  ...   27.27    4.39    21.71   10.16   \n",
       "木材家具          52.73   51.03    19.00  ...   15.32   16.87     6.57    7.30   \n",
       "造纸印刷        1533.82   85.32   108.21  ...  106.80    4.98   367.21   22.52   \n",
       "文体工美           0.77   38.55     6.27  ...   32.59   10.00    10.57    4.37   \n",
       "石油化工         433.21   74.42  4002.48  ...   55.77   25.33    40.04   34.90   \n",
       "医药制品           0.03    0.00     4.42  ...    1.28    0.13     0.52    7.39   \n",
       "化学纤维           5.85   47.28    24.78  ...    0.00    0.06     0.00    0.15   \n",
       "橡胶塑料         114.44  124.94   399.80  ...    1.37    7.16     4.98   10.92   \n",
       "非金属制品         11.73    7.15    68.61  ...    8.52   87.19     3.28   20.60   \n",
       "黑色金属冶炼压延       5.70   35.79    63.80  ...    0.00   13.45     2.42   12.11   \n",
       "有色金属冶炼压延      17.84   12.18    62.70  ...    0.00    7.28     0.78    4.30   \n",
       "金属制品          35.88   57.60   105.09  ...   14.68   21.63    94.13   37.26   \n",
       "通用设备          43.04   17.52   158.23  ...   44.44   46.30   104.14   53.54   \n",
       "专用设备          19.70    3.27    70.54  ...   18.05    6.40     1.93   10.94   \n",
       "汽车及零部件制造      36.45    4.08    47.66  ...   47.53   62.19   147.73   19.06   \n",
       "其他交通设备         0.98    7.86     0.97  ...    3.98    0.16     1.09    5.08   \n",
       "电气机械          21.33   11.89    82.62  ...   17.94   61.78   179.18   49.82   \n",
       "计算机通信设备       13.48   57.83    45.16  ...   80.86    5.21   754.34  137.15   \n",
       "其他制造业        158.68   14.01    91.56  ...   58.38    3.83    22.93   39.99   \n",
       "水电燃          140.38   20.96   900.36  ...   80.96   52.69    55.38   36.28   \n",
       "建筑业            2.39    0.45     8.51  ...  111.50  297.69    24.13   49.54   \n",
       "批发零售         323.30   64.23   603.46  ...   56.20   39.76   183.74   53.06   \n",
       "交通运输         208.32   38.30   680.19  ...  206.70   68.57   240.74   77.23   \n",
       "餐饮住宿          60.94    9.30    62.16  ...  227.43  105.77   186.67   87.93   \n",
       "软件和信息技术服务业    19.12    8.79   102.51  ...  321.09   41.76    71.87   37.71   \n",
       "金融            82.35    8.57   172.46  ...  498.54  569.60   157.79   86.56   \n",
       "房地产            7.53   10.59    13.80  ...  307.52   70.24    52.47    5.10   \n",
       "租赁和商务服务       46.26   17.42   143.26  ...  169.90  274.67   162.71   36.64   \n",
       "科学技术研究        11.43    1.33    33.49  ...    6.77   10.36     2.66   72.48   \n",
       "水利生态设施管理       0.25    0.01     6.97  ...    9.56    5.34    21.42    6.12   \n",
       "居民服务其他服务      22.76    3.96    94.65  ...   12.84    7.55    39.24   26.64   \n",
       "教育             6.55    1.52    12.76  ...   37.13    6.03    10.41    5.80   \n",
       "卫生社会           4.33    2.21     9.95  ...   21.81    0.45     0.91   13.53   \n",
       "文化体育娱乐         8.56    3.09    22.30  ...   31.09    8.93    46.57   14.27   \n",
       "公共管理和社会组织      0.00    0.00     0.00  ...    0.00    0.00     0.00    0.00   \n",
       "\n",
       "            水利生态设施管理  居民服务其他服务      教育     卫生社会  文化体育娱乐  公共管理和社会组织  \n",
       "农林牧渔           13.55     31.10   36.69    11.55   13.20       0.00  \n",
       "采矿业            14.38     50.98   74.88    14.27    3.03      28.64  \n",
       "农副食品            3.18     10.04   33.48     1.56   10.17       0.00  \n",
       "食品饮料            5.82     76.08   29.58     9.97   62.39       0.00  \n",
       "烟草              0.53      5.50    0.00     0.17   37.10       0.00  \n",
       "纺织服装            7.61    400.95   28.57    26.02   20.27     388.75  \n",
       "木材家具            7.80    127.57  104.56    20.84   15.79     192.48  \n",
       "造纸印刷            7.31    120.99  297.09    17.63  194.18     389.38  \n",
       "文体工美            3.27     12.21   24.43     4.38   10.65      25.70  \n",
       "石油化工           85.71    292.13   76.61    49.92   50.85     147.36  \n",
       "医药制品            1.78     13.13   19.87  1203.43    0.95       0.50  \n",
       "化学纤维            0.00      0.00    0.00     0.00    0.03       0.00  \n",
       "橡胶塑料           19.22     14.38    7.20    26.92    2.85       7.19  \n",
       "非金属制品          16.85     17.52   35.08    10.81    8.03      22.92  \n",
       "黑色金属冶炼压延        8.45      3.96    7.76     0.81    1.45       0.00  \n",
       "有色金属冶炼压延        0.82      9.19    0.94     0.01    0.09       0.00  \n",
       "金属制品            9.17     12.83   20.10     8.79    2.97      64.68  \n",
       "通用设备           35.42      7.66   45.95    25.09    6.47       7.12  \n",
       "专用设备            2.62      8.20    4.25   108.61    0.90       7.07  \n",
       "汽车及零部件制造       99.15     47.23   35.41     3.77   17.50     166.71  \n",
       "其他交通设备          7.24      5.37    6.61     0.58    5.38       6.19  \n",
       "电气机械           10.06     15.40   30.82     8.51    7.63      16.11  \n",
       "计算机通信设备         4.60     81.78   43.90     8.38   13.89      39.64  \n",
       "其他制造业          13.78    130.81   70.42    31.23   11.07      43.14  \n",
       "水电燃            34.07     68.93  245.61    65.04   24.59     134.86  \n",
       "建筑业            43.73     82.63  320.99    76.22   20.68     156.56  \n",
       "批发零售           29.75    151.66  132.05   136.99   68.74     168.75  \n",
       "交通运输           24.90     82.95  190.91    47.39   68.66     398.70  \n",
       "餐饮住宿           20.00     56.97  136.53    31.82   36.80     599.83  \n",
       "软件和信息技术服务业     15.21     37.26   89.56    31.81   66.59     305.94  \n",
       "金融              7.06     93.00   21.21     9.79   13.86     271.19  \n",
       "房地产             5.68    116.95   31.67    11.62   19.87     736.87  \n",
       "租赁和商务服务        18.84     25.55   51.13    16.23   32.35     119.54  \n",
       "科学技术研究          5.51      2.33   33.90     4.95    1.10      17.93  \n",
       "水利生态设施管理       43.36     44.78   11.21     2.36    1.59      90.02  \n",
       "居民服务其他服务        9.74    155.59   43.69     7.47    9.14      15.40  \n",
       "教育              5.38      4.15   17.95    10.89    4.22      59.37  \n",
       "卫生社会            2.56      2.69   21.63    10.34    6.18      20.00  \n",
       "文化体育娱乐         17.55      7.21   56.60    15.11   69.57      59.07  \n",
       "公共管理和社会组织       0.00      0.00    0.00     0.00    0.00       0.00  \n",
       "\n",
       "[40 rows x 40 columns]"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 2002年q1数据\n",
    "mio.Y2002.q1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "6b2bdf56",
   "metadata": {},
   "outputs": [
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             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "行业asset_dep/value_added"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "比例"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 比较折旧占增加值的比例\n",
    "mio.plot_multi_year_items_ratio('asset_dep', 'value_added')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "5696367f",
   "metadata": {},
   "outputs": [
    {
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         "name": "index",
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         "type": "float"
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        {
         "name": "2012",
         "rawType": "float64",
         "type": "float"
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        {
         "name": "2017",
         "rawType": "float64",
         "type": "float"
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        {
         "name": "2020",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "2023",
         "rawType": "float64",
         "type": "float"
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         "1064826.91",
         "1434517.79",
         "1682605.77",
         "2080496.96"
        ],
        [
         "劳动者报酬",
         "58950.48",
         "110047.3",
         "264134.1",
         "423268.02",
         "529565.56",
         "687230.09"
        ],
        [
         "生产税净额",
         "17462.2",
         "38518.73",
         "73606.22",
         "94978.59",
         "89580.23",
         "106187.24"
        ],
        [
         "固定资产折旧",
         "18740.55",
         "37255.54",
         "71681.97",
         "110325.28",
         "150581.97",
         "195362.66"
        ],
        [
         "营业盈余",
         "26705.6",
         "80222.24",
         "127377.89",
         "194643.72",
         "246694.26",
         "312185.21"
        ],
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         "增加值合计",
         "121858.92",
         "266043.81",
         "536800.17",
         "823215.71",
         "1016421.98",
         "1300965.22"
        ],
        [
         "总投入",
         "313430.49",
         "818858.94",
         "1601627.08",
         "2257733.53",
         "2699027.83",
         "3381462.21"
        ]
       ],
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       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>2002</th>\n",
       "      <th>2007</th>\n",
       "      <th>2012</th>\n",
       "      <th>2017</th>\n",
       "      <th>2020</th>\n",
       "      <th>2023</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>中间投入合计</th>\n",
       "      <td>191571.56</td>\n",
       "      <td>552815.17</td>\n",
       "      <td>1064826.91</td>\n",
       "      <td>1434517.79</td>\n",
       "      <td>1682605.77</td>\n",
       "      <td>2080496.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>劳动者报酬</th>\n",
       "      <td>58950.48</td>\n",
       "      <td>110047.30</td>\n",
       "      <td>264134.10</td>\n",
       "      <td>423268.02</td>\n",
       "      <td>529565.56</td>\n",
       "      <td>687230.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>生产税净额</th>\n",
       "      <td>17462.20</td>\n",
       "      <td>38518.73</td>\n",
       "      <td>73606.22</td>\n",
       "      <td>94978.59</td>\n",
       "      <td>89580.23</td>\n",
       "      <td>106187.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>固定资产折旧</th>\n",
       "      <td>18740.55</td>\n",
       "      <td>37255.54</td>\n",
       "      <td>71681.97</td>\n",
       "      <td>110325.28</td>\n",
       "      <td>150581.97</td>\n",
       "      <td>195362.66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>营业盈余</th>\n",
       "      <td>26705.60</td>\n",
       "      <td>80222.24</td>\n",
       "      <td>127377.89</td>\n",
       "      <td>194643.72</td>\n",
       "      <td>246694.26</td>\n",
       "      <td>312185.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>增加值合计</th>\n",
       "      <td>121858.92</td>\n",
       "      <td>266043.81</td>\n",
       "      <td>536800.17</td>\n",
       "      <td>823215.71</td>\n",
       "      <td>1016421.98</td>\n",
       "      <td>1300965.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>总投入</th>\n",
       "      <td>313430.49</td>\n",
       "      <td>818858.94</td>\n",
       "      <td>1601627.08</td>\n",
       "      <td>2257733.53</td>\n",
       "      <td>2699027.83</td>\n",
       "      <td>3381462.21</td>\n",
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       "  </tbody>\n",
       "</table>\n",
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      ],
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       "             2002       2007        2012        2017        2020        2023\n",
       "中间投入合计  191571.56  552815.17  1064826.91  1434517.79  1682605.77  2080496.96\n",
       "劳动者报酬    58950.48  110047.30   264134.10   423268.02   529565.56   687230.09\n",
       "生产税净额    17462.20   38518.73    73606.22    94978.59    89580.23   106187.24\n",
       "固定资产折旧   18740.55   37255.54    71681.97   110325.28   150581.97   195362.66\n",
       "营业盈余     26705.60   80222.24   127377.89   194643.72   246694.26   312185.21\n",
       "增加值合计   121858.92  266043.81   536800.17   823215.71  1016421.98  1300965.22\n",
       "总投入     313430.49  818858.94  1601627.08  2257733.53  2699027.83  3381462.21"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "df_yearly_q3_ratio = pd.DataFrame({year:getattr(getattr(mio, f'Y{year}'), 'q3').sum(axis=1) for year in mio.io_data.keys()})\n",
    "df_yearly_q3_ratio.round(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "24f66fb9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.microsoft.datawrangler.viewer.v0+json": {
       "columns": [
        {
         "name": "index",
         "rawType": "object",
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        {
         "name": "2002",
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         "type": "float"
        },
        {
         "name": "2007",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "2012",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "2017",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "2020",
         "rawType": "float64",
         "type": "float"
        },
        {
         "name": "2023",
         "rawType": "float64",
         "type": "float"
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        ],
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         "劳动者报酬",
         "0.48",
         "0.41",
         "0.49",
         "0.51",
         "0.52",
         "0.53"
        ],
        [
         "生产税净额",
         "0.14",
         "0.14",
         "0.14",
         "0.12",
         "0.09",
         "0.08"
        ],
        [
         "固定资产折旧",
         "0.15",
         "0.14",
         "0.13",
         "0.13",
         "0.15",
         "0.15"
        ],
        [
         "营业盈余",
         "0.22",
         "0.3",
         "0.24",
         "0.24",
         "0.24",
         "0.24"
        ],
        [
         "增加值合计",
         "1.0",
         "1.0",
         "1.0",
         "1.0",
         "1.0",
         "1.0"
        ],
        [
         "总投入",
         "2.57",
         "3.08",
         "2.98",
         "2.74",
         "2.66",
         "2.6"
        ]
       ],
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       "\n",
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       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>2002</th>\n",
       "      <th>2007</th>\n",
       "      <th>2012</th>\n",
       "      <th>2017</th>\n",
       "      <th>2020</th>\n",
       "      <th>2023</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>中间投入合计</th>\n",
       "      <td>1.57</td>\n",
       "      <td>2.08</td>\n",
       "      <td>1.98</td>\n",
       "      <td>1.74</td>\n",
       "      <td>1.66</td>\n",
       "      <td>1.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>劳动者报酬</th>\n",
       "      <td>0.48</td>\n",
       "      <td>0.41</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>生产税净额</th>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>固定资产折旧</th>\n",
       "      <td>0.15</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>营业盈余</th>\n",
       "      <td>0.22</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>增加值合计</th>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>总投入</th>\n",
       "      <td>2.57</td>\n",
       "      <td>3.08</td>\n",
       "      <td>2.98</td>\n",
       "      <td>2.74</td>\n",
       "      <td>2.66</td>\n",
       "      <td>2.60</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        2002  2007  2012  2017  2020  2023\n",
       "中间投入合计  1.57  2.08  1.98  1.74  1.66  1.60\n",
       "劳动者报酬   0.48  0.41  0.49  0.51  0.52  0.53\n",
       "生产税净额   0.14  0.14  0.14  0.12  0.09  0.08\n",
       "固定资产折旧  0.15  0.14  0.13  0.13  0.15  0.15\n",
       "营业盈余    0.22  0.30  0.24  0.24  0.24  0.24\n",
       "增加值合计   1.00  1.00  1.00  1.00  1.00  1.00\n",
       "总投入     2.57  3.08  2.98  2.74  2.66  2.60"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_ratio_q3_valued_added = df_yearly_q3_ratio / df_yearly_q3_ratio.loc['增加值合计',:]\n",
    "df_ratio_q3_valued_added.round(2)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97d8779f",
   "metadata": {},
   "source": [
    "### 支出法GDP，第二象限对比"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "a35e35bc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'inter_use': '中间使用合计',\n",
       " 'rural_con': '农村居民消费支出',\n",
       " 'urban_con': '城镇居民消费支出',\n",
       " 'household_con': '居民消费支出',\n",
       " 'gov_con': '政府消费支出',\n",
       " 'total_con': '消费支出合计',\n",
       " 'gfcf': '固定资本形成总额',\n",
       " 'change_inv': '存货变动',\n",
       " 'gcf': '资本形成总额',\n",
       " 'exp': '出口',\n",
       " 'final_use': '最终使用合计',\n",
       " 'imp': '进口',\n",
       " 'total_output': '总产出'}"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mio.Y2020.q2_map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "2e58216a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "alignmentgroup": "True",
         "hovertemplate": "投入产出年份=2002<br>行业=%{x}<br>亿元=%{y}<extra></extra>",
         "legendgroup": "2002",
         "marker": {
          "color": "#636efa",
          "pattern": {
           "shape": ""
          }
         },
         "name": "2002",
         "offsetgroup": "2002",
         "orientation": "v",
         "showlegend": true,
         "textposition": "auto",
         "type": "bar",
         "x": [
          "农林牧渔",
          "采矿业",
          "农副食品",
          "食品饮料",
          "烟草",
          "纺织服装",
          "木材家具",
          "造纸印刷",
          "文体工美",
          "石油化工",
          "医药制品",
          "化学纤维",
          "橡胶塑料",
          "非金属制品",
          "黑色金属冶炼压延",
          "有色金属冶炼压延",
          "金属制品",
          "通用设备",
          "专用设备",
          "汽车及零部件制造",
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          "批发零售",
          "交通运输",
          "餐饮住宿",
          "软件和信息技术服务业",
          "金融",
          "房地产",
          "租赁和商务服务",
          "科学技术研究",
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          "居民服务其他服务",
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          "卫生社会",
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         ],
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    "# 中间使用\n",
    "# ['inter_use', 'rural_con', 'urban_con', 'household_con', 'gov_con', 'total_con', \n",
    "#                        'gfcf', 'change_inv', 'gcf', 'exp', 'final_use', 'imp', 'total_output']\n",
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      "中间投入合计\n",
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       "      <td>0.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>医药制品</th>\n",
       "      <td>0.11</td>\n",
       "      <td>0.17</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>化学纤维</th>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>橡胶塑料</th>\n",
       "      <td>0.03</td>\n",
       "      <td>0.04</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>非金属制品</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>黑色金属冶炼压延</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>有色金属冶炼压延</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金属制品</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>通用设备</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>专用设备</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>汽车及零部件制造</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他交通设备</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>电气机械</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>计算机通信设备</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>其他制造业</th>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水电燃</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>建筑业</th>\n",
       "      <td>0.02</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>批发零售</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>交通运输</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>餐饮住宿</th>\n",
       "      <td>0.14</td>\n",
       "      <td>0.22</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>软件和信息技术服务业</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>金融</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>房地产</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>租赁和商务服务</th>\n",
       "      <td>0.03</td>\n",
       "      <td>0.04</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>科学技术研究</th>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>水利生态设施管理</th>\n",
       "      <td>0.06</td>\n",
       "      <td>0.09</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>居民服务其他服务</th>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>教育</th>\n",
       "      <td>0.01</td>\n",
       "      <td>0.02</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>卫生社会</th>\n",
       "      <td>0.04</td>\n",
       "      <td>0.07</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>文化体育娱乐</th>\n",
       "      <td>0.03</td>\n",
       "      <td>0.04</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>公共管理和社会组织</th>\n",
       "      <td>0.02</td>\n",
       "      <td>0.03</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.04</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            中间投入合计  劳动者报酬  生产税净额  固定资产折旧  营业盈余  增加值合计   总投入\n",
       "农林牧渔          0.48   0.77  -0.04    0.02  0.02   0.77  1.24\n",
       "采矿业           0.01   0.01  -0.00    0.00  0.00   0.01  0.02\n",
       "农副食品          0.30   0.48  -0.03    0.01  0.01   0.48  0.77\n",
       "食品饮料          0.17   0.28  -0.02    0.01  0.01   0.28  0.45\n",
       "烟草            0.04   0.06  -0.00    0.00  0.00   0.06  0.10\n",
       "纺织服装          0.11   0.17  -0.01    0.00  0.00   0.17  0.27\n",
       "木材家具          0.10   0.15  -0.01    0.00  0.00   0.15  0.25\n",
       "造纸印刷          0.05   0.09  -0.00    0.00  0.00   0.09  0.14\n",
       "文体工美          0.04   0.06  -0.00    0.00  0.00   0.06  0.10\n",
       "石油化工          0.02   0.03  -0.00    0.00  0.00   0.03  0.06\n",
       "医药制品          0.11   0.17  -0.01    0.00  0.00   0.17  0.28\n",
       "化学纤维          0.02   0.03  -0.00    0.00  0.00   0.03  0.06\n",
       "橡胶塑料          0.03   0.04  -0.00    0.00  0.00   0.04  0.07\n",
       "非金属制品         0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "黑色金属冶炼压延      0.01   0.01  -0.00    0.00  0.00   0.01  0.02\n",
       "有色金属冶炼压延      0.01   0.01  -0.00    0.00  0.00   0.01  0.02\n",
       "金属制品          0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "通用设备          0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "专用设备          0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "汽车及零部件制造      0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "其他交通设备        0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "电气机械          0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "计算机通信设备       0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "其他制造业         0.02   0.03  -0.00    0.00  0.00   0.03  0.04\n",
       "水电燃           0.01   0.01  -0.00    0.00  0.00   0.01  0.02\n",
       "建筑业           0.02   0.02  -0.00    0.00  0.00   0.02  0.04\n",
       "批发零售          0.01   0.01  -0.00    0.00  0.00   0.01  0.02\n",
       "交通运输          0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "餐饮住宿          0.14   0.22  -0.01    0.01  0.01   0.22  0.35\n",
       "软件和信息技术服务业    0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "金融            0.01   0.01  -0.00    0.00  0.00   0.01  0.02\n",
       "房地产           0.01   0.01  -0.00    0.00  0.00   0.01  0.01\n",
       "租赁和商务服务       0.03   0.04  -0.00    0.00  0.00   0.04  0.07\n",
       "科学技术研究        0.02   0.03  -0.00    0.00  0.00   0.03  0.05\n",
       "水利生态设施管理      0.06   0.09  -0.00    0.00  0.00   0.09  0.14\n",
       "居民服务其他服务      0.02   0.03  -0.00    0.00  0.00   0.03  0.04\n",
       "教育            0.01   0.02  -0.00    0.00  0.00   0.02  0.03\n",
       "卫生社会          0.04   0.07  -0.00    0.00  0.00   0.07  0.11\n",
       "文化体育娱乐        0.03   0.04  -0.00    0.00  0.00   0.04  0.07\n",
       "公共管理和社会组织     0.02   0.03  -0.00    0.00  0.00   0.03  0.04"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def cal_iic_of_one_year(mio, year):\n",
    "    s_year = f'Y{year}'\n",
    "    dic_iic_ = {}\n",
    "    year_io = getattr(mio, s_year)\n",
    "    q3 = year_io.q3\n",
    "    for item in q3.index:\n",
    "        print(item)\n",
    "        dic_iic_[item] = year_io.IIC_all(production_sub_items=item)\n",
    "    df_iic_ = pd.DataFrame(dic_iic_)\n",
    "    return df_iic_.round(2)\n",
    "\n",
    "# 2020年\n",
    "\n",
    "cal_iic_of_one_year(mio, 2020)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "21329a60",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "需求向量    0.481933\n",
      "dtype: float64\n"
     ]
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   ],
   "source": [
    "jianzhuye_unit1 = mio.Y2020.IIC_sector(\"建筑业\")\n",
    "print(jianzhuye_unit1.sum())\n",
    "px.bar(jianzhuye_unit1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "def4be27",
   "metadata": {},
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     "output_type": "stream",
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      "需求向量    0.66543\n",
      "dtype: float64\n"
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             "solidity": 0.2
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          "table": [
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         "layout": {
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          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "index"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "value"
         }
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "jiaoyu_unit1 = mio.Y2020.IIC_sector(\"教育\")\n",
    "print(jiaoyu_unit1.sum())\n",
    "px.bar(jiaoyu_unit1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b79a4919",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "pygments_lexer": "ipython3",
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